{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":50,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":50,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"69f3639ed55d","filters":{"venue":"Journal for Healthcare Quality"}},"results":[{"id":"W2045106267","doi":"10.1111/j.1945-1474.2011.00127.x","title":"Prevalence and Risk of Pressure Ulcers in Acute Care Following Implementation of Practice Guidelines: Annual Pressure Ulcer Prevalence Census 1994–2008","year":2011,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Incidence (geometry); Epidemiology; Emergency medicine; Heel; Acute care; Clinical Practice; Intensive care medicine; Health care; Physical therapy; Internal medicine","authors":[{"name":"Elizabeth G. VanDenKerkhof","is_ca":true},{"name":"Elaine Friedberg","is_ca":false},{"name":"Margaret B. Harrison","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1246482362945593,"gpt":0.5276032501179362,"spread":0.4029550138233768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007963416,0.0002727649,0.0006657035,0.0002332343,0.0005336288,0.00001018798,0.0003791216,0.0002734624,0.0001257479],"category_scores_gemma":[0.001776724,0.0002473404,0.0002593076,0.0002396966,0.00007009726,0.0008028931,0.0002136652,0.0008709824,9.815518e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197209,"about_ca_system_score_gemma":0.0005517468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060561,"about_ca_topic_score_gemma":0.002107678,"domain_scores_codex":[0.9918762,0.003524479,0.002770086,0.0004716181,0.0007383485,0.0006192493],"domain_scores_gemma":[0.9933051,0.0007470374,0.003095924,0.0004937782,0.002092747,0.0002654482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002443653,0.0002700578,0.8164428,0.03615614,0.001711565,0.00001362366,0.1103327,0.00003999088,0.0000650474,0.002250544,0.009286024,0.02098778],"study_design_scores_gemma":[0.004928121,0.0007533171,0.8030128,0.002021505,0.002606284,0.00001269221,0.1389859,0.00005423997,0.0001413878,0.001216733,0.04585573,0.0004112009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004864,0.05500828,0.004638186,0.00605414,0.005398507,0.01479638,0.01240538,0.0001509735,0.001061828],"genre_scores_gemma":[0.9769822,0.009177815,0.01175448,0.0005957587,0.0001794137,0.0002336242,0.00003596389,0.0000428366,0.0009979337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07649584,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052100787","doi":"10.1111/j.1945-1474.2008.tb01137.x","title":"A Home for Medically Complex Children: The Role of Hospital Programs","year":2008,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; McMaster Children's Hospital","funders":"","keywords":"Medical home; Health care; Nursing; Special needs; Medicine; Medical care; Primary care; Family medicine; Psychiatry","authors":[{"name":"Eyal Cohen","is_ca":true},{"name":"Jeremy Friedman","is_ca":true},{"name":"David Nicholas","is_ca":true},{"name":"Sherri Adams","is_ca":true},{"name":"Peter Rosenbaum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1435230529828075,"gpt":0.4768012943156351,"spread":0.3332782413328276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004231787,0.0002114215,0.0006623644,0.00006516551,0.003371045,0.00000995849,0.0004340344,0.0002555082,0.00004195861],"category_scores_gemma":[0.0006396929,0.0001339633,0.0004168687,0.0001841019,0.0002179522,0.00009529756,0.00006443753,0.001243794,0.000007239111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227561,"about_ca_system_score_gemma":0.001691364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008114749,"about_ca_topic_score_gemma":0.000337208,"domain_scores_codex":[0.9953508,0.0009804809,0.001811715,0.0002802091,0.0006135363,0.0009632696],"domain_scores_gemma":[0.9958603,0.0009731444,0.001282427,0.0003837384,0.0009290096,0.0005713563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001578749,0.001405867,0.802591,0.002548619,0.0001688765,0.000002477758,0.02924754,8.298525e-7,0.00004715496,0.03546256,0.02942368,0.09752268],"study_design_scores_gemma":[0.004319048,0.002209496,0.8825,0.0007376321,0.00003361259,0.00005673719,0.01131117,0.00007373004,0.000008342659,0.02244755,0.07599065,0.0003120477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925106,0.001485215,0.00100337,0.0643573,0.001934202,0.005499593,0.0004389688,0.00007427198,0.0001011121],"genre_scores_gemma":[0.9901375,0.0004242384,0.001567687,0.004582021,0.002906986,0.00007409555,0.0001236885,0.00003979402,0.000144018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09721063,"threshold_uncertainty_score":0.9979264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002790083","doi":"10.1111/j.1945-1474.2005.tb00568.x","title":"Brief Report: Does Your Patient Know Your Name? An Approach to Enhancing Patients' Awareness of Their Caretaker's Name","year":2005,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Recall; Medicine; Quarter (Canadian coin); Family medicine; Pediatrics; Psychology; History","authors":[{"name":"Amgad N. Makaryus","is_ca":false},{"name":"Eli A. Friedman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2618990994669779,"gpt":0.4856773647192322,"spread":0.2237782652522542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004369459,0.0006130012,0.001465587,0.000393369,0.003292788,0.00005514228,0.001152756,0.0006775772,0.00007984799],"category_scores_gemma":[0.003256112,0.000475137,0.0005341214,0.0005190411,0.0001247988,0.0007864124,0.0004073239,0.002300688,0.00002042019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209869,"about_ca_system_score_gemma":0.003183109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008334101,"about_ca_topic_score_gemma":0.004204487,"domain_scores_codex":[0.9845698,0.005541175,0.005882934,0.0009981114,0.001371037,0.001636906],"domain_scores_gemma":[0.983556,0.001218453,0.004646718,0.002542661,0.006379078,0.00165707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00191611,0.002513888,0.4787774,0.007730432,0.0002498571,0.000007295491,0.3224851,0.0003033643,0.0001302316,0.003024267,0.003655197,0.1792068],"study_design_scores_gemma":[0.007241037,0.003878619,0.2238721,0.004593053,0.0001675073,0.0001618154,0.4429193,0.00118482,0.001238378,0.005319925,0.3068042,0.002619268],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682508,0.003373097,0.002778868,0.01414983,0.004208294,0.005189553,0.001286432,0.0002078488,0.0005552964],"genre_scores_gemma":[0.9784029,0.0001454687,0.01449624,0.003931485,0.001157943,0.0008707894,0.0005292271,0.0001393639,0.000326633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.303149,"threshold_uncertainty_score":0.99977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167277801","doi":"10.1111/j.1945-1474.2008.tb01122.x","title":"Determinants of Adverse Events in Hospitals—The Potential Role of Patient Safety Culture","year":2008,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","funders":"Canada Research Chairs; Canadian Patient Safety Institute","keywords":"Adverse effect; Patient safety; Multilevel model; Medicine; Safety culture; Emergency medicine; Metropolitan area; Medical emergency; Health care; Internal medicine; Statistics","authors":[{"name":"Theresa J. B. Kline","is_ca":true},{"name":"Chelsea R. Willness","is_ca":true},{"name":"William A. Ghali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0612717073636812,"gpt":0.4573071842008986,"spread":0.3960354768372173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002039105,0.0001223443,0.0004461272,0.00008644574,0.0007444004,7.927994e-8,0.0002156015,0.0002234965,0.00003646397],"category_scores_gemma":[0.0007997544,0.00008285521,0.000202524,0.0001954827,0.00009139769,0.00012096,0.0000471808,0.0007036345,0.000005166959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171285,"about_ca_system_score_gemma":0.0007787644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007619607,"about_ca_topic_score_gemma":0.0005081308,"domain_scores_codex":[0.9956628,0.00126377,0.001988938,0.0001531581,0.0005340725,0.000397235],"domain_scores_gemma":[0.9965231,0.0002663997,0.002162651,0.0002657567,0.0005777348,0.000204387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001275751,0.0002507675,0.9561619,0.0006366665,0.00001918494,0.000003174504,0.03670142,0.00008945388,0.00009791568,0.0003918478,0.0002869442,0.004084999],"study_design_scores_gemma":[0.001628513,0.0004156335,0.9650935,0.0005255761,0.00001231908,0.00001650893,0.02375277,0.0000677003,0.0001140603,0.001970342,0.006305056,0.00009800685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944906,0.0003783765,0.0002274826,0.002310348,0.001247754,0.00109442,0.0001693747,0.000007639482,0.00007402991],"genre_scores_gemma":[0.9982963,0.000508031,0.0002934659,0.0005291721,0.0001231764,0.00004696659,0.00001993167,0.00001110228,0.000171887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01294865,"threshold_uncertainty_score":0.5725402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073454418","doi":"10.1111/j.1945-1474.2010.00081.x","title":"Evidence-Based Practice in Healthcare: An Exploratory Cross-Discipline Comparison of Enhancers and Barriers","year":2010,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Winnipeg Regional Health Authority; Centre for Addiction and Mental Health; University of Manitoba","funders":"","keywords":"Exploratory research; Health care; Qualitative research; Clinical Practice; Psychology; Medical education; Evidence-based practice; Grounded theory; Nursing; Medicine; Alternative medicine; Sociology; Political science","authors":[{"name":"Joanna Asadoorian","is_ca":true},{"name":"Brenda Hearson","is_ca":true},{"name":"Satyendra Satyanarayana","is_ca":true},{"name":"Jane Ursel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4218273021146495,"gpt":0.6662806972833599,"spread":0.2444533951687104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03154435,0.0001896936,0.000611267,0.0003428314,0.002170089,0.00005812871,0.0003791073,0.0003952895,0.0001022773],"category_scores_gemma":[0.02351537,0.0001637198,0.00007638386,0.0006073981,0.0003521132,0.00175105,0.00005735078,0.003132335,0.000006608882],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000577887,"about_ca_system_score_gemma":0.01390191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009749807,"about_ca_topic_score_gemma":0.03362791,"domain_scores_codex":[0.990665,0.004422574,0.002321566,0.0004693321,0.0009403743,0.001181105],"domain_scores_gemma":[0.9864654,0.006911856,0.001509317,0.0004875234,0.002382814,0.00224312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003356264,0.0003099813,0.9118503,0.004801373,0.000009715498,0.000002578188,0.04790635,0.00003327247,0.001707807,0.002743703,0.002842033,0.02443659],"study_design_scores_gemma":[0.004645334,0.004864731,0.7444315,0.002968552,0.00002063147,0.00001511029,0.1999476,0.003816595,0.0009217922,0.00887578,0.02876357,0.0007288479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8825048,0.001962727,0.0003849636,0.1101274,0.003534532,0.001378916,0.0000569955,0.00002376912,0.00002592324],"genre_scores_gemma":[0.9892228,0.0007033274,0.003944978,0.004981325,0.0008415012,0.0002218053,0.00001561115,0.0000214995,0.00004716099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1674188,"threshold_uncertainty_score":0.9991675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018021361","doi":"10.1111/j.1945-1474.2007.tb00169.x","title":"Improving the Efficiency of Hospital Porter Services, Part 1: Study Objectives and Results","year":2007,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Quest University Canada; Canadian Association of Nurses in Oncology; University of British Columbia","funders":"","keywords":"Operations research; Operations management; Interrupted time series; Computer science; Management science; Engineering management; Engineering; Medicine; Nursing","authors":[{"name":"Fredrik Ødegaard","is_ca":true},{"name":"Li Chen","is_ca":true},{"name":"Ryan Quee","is_ca":true},{"name":"Martin L. Puterman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02405292212950646,"gpt":0.3302359704840387,"spread":0.3061830483545323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002277995,0.00009007485,0.0001510962,0.00003930462,0.0002102782,0.00002366019,0.0000807544,0.00004522091,4.710322e-7],"category_scores_gemma":[0.000156494,0.00006328864,0.00003532319,0.00006177741,0.00002647286,0.00008694616,0.00001570691,0.0002140948,1.081581e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005282705,"about_ca_system_score_gemma":0.00001801533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000191379,"about_ca_topic_score_gemma":0.0002131395,"domain_scores_codex":[0.9988816,0.00004749072,0.0006037518,0.0001121756,0.0001511787,0.0002037406],"domain_scores_gemma":[0.9991566,0.0002341489,0.0002401499,0.0001405223,0.0001535083,0.00007507335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004374788,0.002548346,0.06434893,0.01050727,0.0007308208,0.00006906609,0.1944008,0.3145415,0.0007903104,0.004551384,0.000692,0.4024448],"study_design_scores_gemma":[0.0115019,0.009658923,0.7335955,0.0005993725,0.0002455474,0.0001139327,0.1699968,0.04632192,0.009550573,0.01280483,0.003691294,0.001919423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8444419,0.0004405997,0.153351,0.0002171734,0.0009589459,0.0004314797,0.00003896638,0.00004768028,0.00007223643],"genre_scores_gemma":[0.9977881,0.00005152769,0.001914945,0.00002747337,0.0001842568,0.000003519686,0.00000413191,0.00001162807,0.00001439316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6692466,"threshold_uncertainty_score":0.2580836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944654518","doi":"10.1097/jhq.0000000000000245","title":"Reducing Unnecessary Phlebotomy Testing Using a Clinical Decision Support System","year":2020,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Valacta (Canada)","funders":"","keywords":"Clinical decision support system; Phlebotomy; Medicine; Psychological intervention; Test (biology); Decision support system; Quality management; Activity-based costing; Order entry; Emergency medicine; Medical emergency; Operations management; Computer science; Nursing; Data mining; Surgery","authors":[{"name":"Valerie Strockbine","is_ca":true},{"name":"Eric A. Gehrie","is_ca":false},{"name":"Qiuping Zhou","is_ca":false},{"name":"Cathie E. Guzzetta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.513112111832527,"gpt":0.5783111412555544,"spread":0.06519902942302735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01531535,0.0002517808,0.001314155,0.00006716402,0.0006168947,0.0001267494,0.000200139,0.0003469039,0.00004186884],"category_scores_gemma":[0.03015669,0.0002063648,0.0005626172,0.0004536354,0.00006537514,0.0003473304,0.00007269951,0.001646531,0.00002100241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003251609,"about_ca_system_score_gemma":0.00195125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002891438,"about_ca_topic_score_gemma":0.00001494437,"domain_scores_codex":[0.9929076,0.001450207,0.003726586,0.0005889768,0.0007603779,0.0005662435],"domain_scores_gemma":[0.984566,0.008791415,0.002244301,0.0004786011,0.001928545,0.001991091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03554841,0.001329225,0.3552093,0.0139338,0.0008830663,0.001156856,0.00207991,0.0001867136,0.00285361,0.004972263,0.008946447,0.5729005],"study_design_scores_gemma":[0.08247936,0.03554849,0.2082667,0.01768309,0.004569469,0.0080581,0.03755817,0.2391313,0.0004355645,0.003512862,0.3586649,0.004092028],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235809,0.0006088195,0.02447937,0.04708534,0.002410809,0.001329737,0.0001137957,0.0001856498,0.0002055886],"genre_scores_gemma":[0.9280493,0.00004262944,0.05142809,0.01542572,0.004957757,0.000009848318,0.00001328493,0.00005060284,0.00002280209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5688084,"threshold_uncertainty_score":0.9780127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009740292","doi":"10.1111/j.1945-1474.2007.tb00170.x","title":"Improving the Efficiency of Hospital Porter Services, Part 2: Schedule Optimization and Simulation Model","year":2007,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Quest University Canada; Canadian Association of Nurses in Oncology; University of British Columbia","funders":"","keywords":"Schedule; Operations research; Operations management; Computer science; Engineering management; Engineering","authors":[{"name":"Fredrik Ødegaard","is_ca":true},{"name":"Li Chen","is_ca":true},{"name":"Ryan Quee","is_ca":true},{"name":"Martin L. Puterman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08970817544283267,"gpt":0.4723381346162208,"spread":0.3826299591733882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008842694,0.0001490172,0.0002929719,0.0001077698,0.002297468,0.00003466268,0.0001338793,0.0002751678,0.00001882504],"category_scores_gemma":[0.0005919917,0.0001077767,0.00008035193,0.0002342784,0.00005054641,0.0003355063,0.00004100779,0.000638074,0.000001133971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951277,"about_ca_system_score_gemma":0.000669672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005388141,"about_ca_topic_score_gemma":0.0003590492,"domain_scores_codex":[0.9967534,0.000502125,0.001642001,0.0002421291,0.0003658571,0.0004944837],"domain_scores_gemma":[0.995833,0.0007984467,0.001098331,0.0002664044,0.001761087,0.0002427591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002755953,0.0001556784,0.0179707,0.001812367,0.0000233,7.185243e-7,0.01247317,0.9530568,0.00008418745,0.005409452,0.00006494673,0.008673063],"study_design_scores_gemma":[0.0006909724,0.0002333845,0.002046692,0.0001895849,0.00001846806,0.000001802698,0.005935306,0.9901111,0.00002410333,0.0004211432,0.0001962219,0.0001312479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3844221,0.0002324327,0.6088548,0.004559565,0.0008342823,0.0009926434,0.00004054529,0.00002492092,0.00003866551],"genre_scores_gemma":[0.9516681,0.00009570767,0.04621827,0.001293329,0.0004949269,0.00002806825,0.00005575746,0.00002590885,0.0001199504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.567246,"threshold_uncertainty_score":0.9990014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021687736","doi":"10.1111/j.1945-1474.2011.00158.x","title":"Patient Satisfaction Among Spanish-Speaking Patients in a Public Health Setting","year":2011,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Valacta (Canada)","funders":"","keywords":"Patient satisfaction; Family medicine; Interpreter; Public health; Medicine; Health care; Logistic regression; Health care quality; Nursing; Psychology","authors":[{"name":"Elisabeth Welty","is_ca":false},{"name":"Valerie A. Yeager","is_ca":true},{"name":"Claude Ouimet","is_ca":false},{"name":"Nir Menachemi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2682943930181505,"gpt":0.4973470914027288,"spread":0.2290526983845783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009607703,0.0002647938,0.0005952584,0.0003377574,0.003149906,0.00003754698,0.0002986931,0.0003585022,0.000132369],"category_scores_gemma":[0.002374924,0.0002481767,0.0001899377,0.0003613513,0.00006154226,0.0004861297,0.0001489447,0.002642585,0.00002568389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002533827,"about_ca_system_score_gemma":0.001611202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05157396,"about_ca_topic_score_gemma":0.03362089,"domain_scores_codex":[0.9874456,0.007010259,0.003155645,0.0004090754,0.000559826,0.001419595],"domain_scores_gemma":[0.9932369,0.001062566,0.002762986,0.0006356759,0.001606578,0.0006952658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001594237,0.0001123107,0.8244957,0.0007326199,0.00001292696,8.71572e-7,0.08146857,6.558801e-7,5.583402e-7,0.003834195,0.0006636152,0.08851859],"study_design_scores_gemma":[0.0009350148,0.0005351597,0.9498431,0.001273623,0.000002977938,0.000003996949,0.03893024,0.00007038403,0.000001764339,0.003880738,0.004295269,0.0002277205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802893,0.0002455361,0.0007356092,0.01103559,0.003352554,0.0020731,0.00009183531,0.0001331567,0.002043361],"genre_scores_gemma":[0.9907854,0.0001673292,0.002996721,0.005297769,0.0002760366,0.0003322516,0.00004338614,0.00005483057,0.00004631807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253475,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975343321","doi":"10.1111/j.1945-1474.2003.tb01099.x","title":"A Quality-Driven Physician Compensation Model: Four-Year Follow-up Study","year":2003,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nickel Institute","funders":"Zorginstituut Nederland; Hawaii Medical Service Association","keywords":"Payment; Quality (philosophy); Compensation (psychology); Family medicine; Service quality; Service delivery framework; Service (business); Medicine; Population; Quality management; Nursing; Business; Psychology; Marketing; Environmental health; Finance","authors":[{"name":"Richard Chung","is_ca":true},{"name":"Helen O. Chernicoff","is_ca":true},{"name":"Kimberly A. Nakao","is_ca":true},{"name":"Robert C. Nickel","is_ca":true},{"name":"Antonio P. Legorreta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2975959879622089,"gpt":0.4222160144712479,"spread":0.124620026509039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007868889,0.0002607452,0.0008700294,0.0002735857,0.0007793202,0.0001484773,0.0002934981,0.0001505454,0.00003282494],"category_scores_gemma":[0.0007354225,0.0002923668,0.0003742786,0.0002871798,0.00003283305,0.0003503905,0.00004023867,0.0005181644,0.00009842065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006168853,"about_ca_system_score_gemma":0.0002134071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004579608,"about_ca_topic_score_gemma":0.003222921,"domain_scores_codex":[0.9957908,0.0006232118,0.002122525,0.0005390331,0.0001948384,0.0007295552],"domain_scores_gemma":[0.9972662,0.0002101889,0.001281454,0.0005484275,0.0002846596,0.0004090129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001701171,0.0003659316,0.01968999,0.0003072585,0.000109609,0.000002251361,0.003847903,0.0004179191,0.00000243115,0.9708215,0.00144121,0.002823853],"study_design_scores_gemma":[0.00849769,0.001557094,0.04841768,0.00008406352,0.00002888929,0.00001123338,0.01147194,0.004655146,0.00001407166,0.7789117,0.1452429,0.001107635],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8130816,0.0007088167,0.1192965,0.04467962,0.004826562,0.004428457,0.0007904944,0.0001715269,0.01201645],"genre_scores_gemma":[0.9908665,0.00009555476,0.00266762,0.004780093,0.0003493635,0.0001067897,0.00001701701,0.00004710357,0.001069959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1919099,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031989522","doi":"10.1111/jhq.12076","title":"Patient Needs, Required Level of Care, and Reasons Delaying Hospital Discharge for Nonacute Patients Occupying Acute Hospital Beds","year":2014,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Jewish General Hospital; Canadian Association of Emergency Physicians; McGill University","keywords":"Acute care; Medicine; Rehabilitation; Medical emergency; Emergency medicine; Nursing; Health care; Physical therapy","authors":[{"name":"Marc Afilalo","is_ca":false},{"name":"Xiaoqing Xue","is_ca":false},{"name":"Nathalie Soucy","is_ca":false},{"name":"Antoinette Colacone","is_ca":false},{"name":"Emmanuelle Jourdenais","is_ca":false},{"name":"Jean‐François Boivin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06486072776055804,"gpt":0.3896424317647834,"spread":0.3247817040042253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007908234,0.0003082361,0.0008626887,0.0001579241,0.0007484416,0.00002455563,0.0001113892,0.0001726079,0.000002983797],"category_scores_gemma":[0.001091524,0.0002503487,0.000456388,0.0001794105,0.0001048164,0.0002489093,0.00008775852,0.0003357179,5.438791e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830758,"about_ca_system_score_gemma":0.0001661138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001817565,"about_ca_topic_score_gemma":0.0000385051,"domain_scores_codex":[0.9972521,0.0001368173,0.001175919,0.0003407973,0.0004957083,0.0005986645],"domain_scores_gemma":[0.9963196,0.0002935526,0.0007911392,0.0002801769,0.001904668,0.0004108846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004179663,0.001185924,0.6805649,0.008190122,0.002011014,0.000008552344,0.0596437,0.000001886828,0.000466512,0.008085316,0.03005506,0.2056073],"study_design_scores_gemma":[0.02940218,0.08178135,0.7085799,0.005366885,0.003095088,0.0001236331,0.09697445,0.0002842801,0.003286155,0.006000117,0.06216599,0.002939966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826829,0.002562562,0.002997253,0.005389494,0.002383924,0.001646058,0.002214517,0.00002982204,0.00009344394],"genre_scores_gemma":[0.9924843,0.0009407998,0.005104025,0.000582011,0.000463421,0.00009642744,0.0002359383,0.00004592929,0.00004712078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2026674,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362507218","doi":"10.1097/jhq.0000000000000380","title":"Provider and Patient Experiences of Delays in Primary Care During the Early COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Pandemic; Health care; Medicine; Telemedicine; Primary care; Medical emergency; Disease management; Coronavirus disease 2019 (COVID-19); Family medicine; MEDLINE; Quality (philosophy); Nursing; Disease; Infectious disease (medical specialty)","authors":[{"name":"Kimberly Muellers","is_ca":true},{"name":"Katerina Andreadis","is_ca":false},{"name":"Jessica S. Ancker","is_ca":false},{"name":"Carol R. Horowitz","is_ca":false},{"name":"Rainu Kaushal","is_ca":false},{"name":"Jenny Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1368267499993547,"gpt":0.4707477674816418,"spread":0.3339210174822872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001233995,0.0000922598,0.000292162,0.0001505618,0.0002882373,0.00001055839,0.00005621649,0.0000606881,0.000009374855],"category_scores_gemma":[0.000431228,0.00006003752,0.00005589189,0.0002715621,0.00006606965,0.00008728663,0.00002780861,0.0002812872,4.186512e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004323408,"about_ca_system_score_gemma":0.0007298064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001835271,"about_ca_topic_score_gemma":0.0006588266,"domain_scores_codex":[0.9980645,0.0002276773,0.0008612637,0.0001613952,0.0003778854,0.0003073483],"domain_scores_gemma":[0.9986847,0.0003455831,0.0003609536,0.0001323337,0.0001794526,0.0002969906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007227733,0.00002052231,0.7416165,0.004097904,0.00001232337,0.00001613912,0.2179231,0.00000193382,0.000145713,0.00004651793,0.0002715468,0.03512501],"study_design_scores_gemma":[0.002006334,0.0008490329,0.7350407,0.0001339372,0.0000106606,0.0001320707,0.2598082,0.000005819144,0.0000638815,0.000235219,0.001656244,0.00005792661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873506,0.001401172,0.00003529773,0.009866671,0.0002452828,0.001033569,0.00002891145,0.00002798761,0.00001051127],"genre_scores_gemma":[0.9959083,0.0003637063,0.000123825,0.003290254,0.000125997,0.0001342318,0.00002522312,0.00001000358,0.00001844722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04188512,"threshold_uncertainty_score":0.2774393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092713093","doi":"10.1111/j.1945-1474.2009.00016.x","title":"Optimizing Patient and Family Involvement in Geriatric Home Care","year":2009,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cancer Care Ontario","funders":"John A. Hartford Foundation","keywords":"Psychological intervention; Health care; Medicine; Nursing; Geriatrics; Home health; Geriatric care; Population ageing; Population; Gerontology; Family medicine; Psychology; Psychiatry","authors":[{"name":"Jennifer L. Wolff","is_ca":true},{"name":"Debra Roter","is_ca":true},{"name":"Barbara Given","is_ca":true},{"name":"Laura N. Gitlin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2822608056070882,"gpt":0.4875388368212736,"spread":0.2052780312141854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001741908,0.0002825794,0.0006472045,0.0003953617,0.001996658,0.00003725669,0.0003531274,0.0003564043,0.00001363206],"category_scores_gemma":[0.0005061684,0.000265537,0.0001692124,0.0004194371,0.00004144124,0.0003144654,0.0001403783,0.001790584,0.000007768654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901774,"about_ca_system_score_gemma":0.001167218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00250934,"about_ca_topic_score_gemma":0.001364246,"domain_scores_codex":[0.9926319,0.002905324,0.002458716,0.0004378121,0.0005506352,0.001015677],"domain_scores_gemma":[0.9954096,0.0009387741,0.001197739,0.0006926553,0.001149706,0.0006115237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002271927,0.000477895,0.2529036,0.00762381,0.00006094147,0.00002321008,0.4772649,0.0001302275,0.0002574869,0.01494677,0.004867682,0.2391716],"study_design_scores_gemma":[0.006572821,0.002779945,0.4897054,0.002108147,0.00003460321,0.00001927695,0.450837,0.0002225498,0.00001865631,0.02112146,0.02567432,0.0009058407],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202567,0.0471526,0.0002037835,0.02625171,0.002190885,0.003391019,0.0001334239,0.0000966032,0.0003232255],"genre_scores_gemma":[0.979153,0.001858539,0.007515363,0.01075264,0.0003173043,0.0002744987,0.00005879338,0.00003256557,0.00003729888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382657,"threshold_uncertainty_score":0.9999797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065212525","doi":"10.1111/j.1945-1474.2004.tb00470.x","title":"The Effect of Computer-Assisted Evaluation of Labor on Cesarean Rates","year":2004,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Obstetrics; Correctness; Cesarean delivery; Pregnancy","authors":[{"name":"Emily Hamilton","is_ca":true},{"name":"Robert W. Platt","is_ca":true},{"name":"Robert Gauthier","is_ca":true},{"name":"Helen McNamara","is_ca":true},{"name":"Louise Miner","is_ca":true},{"name":"Susan Rothenberg","is_ca":true},{"name":"Guylaine Asselin","is_ca":true},{"name":"Robert Sabbah","is_ca":true},{"name":"Alice Benjamin","is_ca":true},{"name":"Marian Lake","is_ca":true},{"name":"Anthony M. Vintzileos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1520881509352092,"gpt":0.5272658297730738,"spread":0.3751776788378646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005596843,0.00008968773,0.0003302907,0.00005765582,0.0002440631,0.00001023485,0.00008273281,0.00006082769,0.00004229566],"category_scores_gemma":[0.0003459359,0.00005042025,0.0002235434,0.0001084314,0.00004753431,0.00003384281,0.00001043515,0.0002171602,0.000004263823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208269,"about_ca_system_score_gemma":0.0002647371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00094186,"about_ca_topic_score_gemma":0.000182402,"domain_scores_codex":[0.9976948,0.0006563473,0.0008299796,0.00009720603,0.0005481089,0.0001735541],"domain_scores_gemma":[0.9976919,0.0004666544,0.0005685751,0.0001769555,0.0009494376,0.0001465051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02061894,0.0009981574,0.05383928,0.03380151,0.0004094285,0.000009331374,0.001488715,0.000316183,0.001116612,0.01455174,0.00133511,0.871515],"study_design_scores_gemma":[0.01121386,0.02780865,0.9174747,0.00371524,0.0001339566,0.0002256031,0.0002884623,0.0005014569,0.02647295,0.005047755,0.006975446,0.0001418775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864104,0.0006911058,0.0002374353,0.01062173,0.001099809,0.0007414101,0.0001193487,0.00000650725,0.00007222146],"genre_scores_gemma":[0.9990458,0.00005660093,0.000223902,0.0001873865,0.0002141505,0.00002436153,0.00001378689,0.000007937267,0.0002260893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8713731,"threshold_uncertainty_score":0.2056078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060542142","doi":"10.1111/j.1945-1474.2011.00183.x","title":"Development and Assessment of Indicators for Quality of Care in Severe Preeclampsia/Eclampsia and Postpartum Hemorrhage","year":2012,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Society of Obstetricians and Gynaecologists of Canada","funders":"","keywords":"Medicine; Eclampsia; Delphi method; Referral; Inter-rater reliability; Reliability (semiconductor); Performance indicator; Preeclampsia; Quality (philosophy); Pregnancy; Obstetrics; Family medicine; Psychology; Statistics; Business","authors":[{"name":"Pattarawalai Talungchit","is_ca":true},{"name":"Tippawan Liabsuetrakul","is_ca":true},{"name":"Gunilla Lindmark","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08699016799876498,"gpt":0.4512605566207762,"spread":0.3642703886220113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00344427,0.0001987499,0.0008923495,0.000205446,0.0001575814,0.0000096981,0.000075968,0.000204356,0.000007334517],"category_scores_gemma":[0.0001838197,0.0001620203,0.0001276264,0.0001396432,0.00007855557,0.0001431926,0.00005201322,0.0003899239,9.959444e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002962954,"about_ca_system_score_gemma":0.0006919014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004187118,"about_ca_topic_score_gemma":0.0004594541,"domain_scores_codex":[0.9970139,0.0002827082,0.001562668,0.0002270845,0.0004376969,0.0004759014],"domain_scores_gemma":[0.9977503,0.0002922783,0.0008401544,0.0001907043,0.0003769027,0.0005497051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0019947,0.0002118286,0.8880196,0.03620223,0.0000462969,0.000002807882,0.009910573,1.614168e-7,0.0001660085,0.005138911,0.00001122299,0.05829572],"study_design_scores_gemma":[0.002643859,0.0008433114,0.9827307,0.000606603,0.0000296331,0.0001448676,0.01017018,0.00001337001,0.0008772308,0.000448244,0.001323266,0.0001687796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914274,0.004718779,0.0001883886,0.001769071,0.0002665441,0.001297558,0.0002106822,0.000009510892,0.000112069],"genre_scores_gemma":[0.9737243,0.0001909204,0.0255029,0.0002753009,0.00013026,0.00004569002,0.00004990466,0.00002046135,0.00006027774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09471112,"threshold_uncertainty_score":0.6606995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014295736","doi":"10.1111/j.1945-1474.2006.tb00619.x","title":"How Do Patients Perceive Electronic Documentation at the Bedside?","year":2006,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Documentation; Medical emergency; Affect (linguistics); Medical record; Quality (philosophy); Medicine; Electronic health record; Health records; Health care; Electronic medical record; Patient care; Psychology; Nursing; Computer science; Communication","authors":[{"name":"Vico Dagnone","is_ca":true},{"name":"Rosemary Wilson","is_ca":true},{"name":"David Goldstein","is_ca":true},{"name":"John A. C. Murdoch","is_ca":true},{"name":"Michael J. Rimmer","is_ca":true},{"name":"Elizabeth G. VanDenKerkhof","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07105743280560928,"gpt":0.4950539542709898,"spread":0.4239965214653805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007953562,0.0003073128,0.0005760615,0.0001230873,0.005406481,0.0001068131,0.0003554444,0.0003819738,0.0001943878],"category_scores_gemma":[0.0006463298,0.0002095451,0.000282322,0.0002885061,0.00006674162,0.0004238644,0.00006943545,0.002129925,0.0001351864],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007871919,"about_ca_system_score_gemma":0.002167093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01098624,"about_ca_topic_score_gemma":0.03247605,"domain_scores_codex":[0.9898856,0.004695971,0.001911246,0.0004422317,0.0009183002,0.002146605],"domain_scores_gemma":[0.9939436,0.001967434,0.001887421,0.000512635,0.001320624,0.0003682455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001917001,0.0003448356,0.5795535,0.003713811,0.0001473733,0.000003629337,0.01036629,0.00001286308,0.0002657559,0.07875001,0.294414,0.03051098],"study_design_scores_gemma":[0.004527119,0.001106744,0.2301168,0.0003140818,0.00004993597,0.00003223699,0.00745653,0.00003162581,0.00004148595,0.04099286,0.7148532,0.0004774249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9020678,0.002183493,0.0008087464,0.0864569,0.003580053,0.004055417,0.000131296,0.00008364987,0.0006325939],"genre_scores_gemma":[0.9757649,0.0002850819,0.0001030426,0.004573969,0.002662242,0.0005788252,0.0001681699,0.00006992162,0.01579383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4204392,"threshold_uncertainty_score":0.9959367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087423027","doi":"10.1111/j.1945-1474.2011.00144.x","title":"Examining Structural and Clinical Factors Associated with Implementation of Standing Orders for Adult Immunization","year":2011,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"Centers for Disease Control and Prevention","keywords":"Family medicine; Medicine; Focus group; Nursing; Health care; Qualitative research","authors":[{"name":"Michael Yonas","is_ca":true},{"name":"Mary Patricia Nowalk","is_ca":true},{"name":"Richard K. Zimmerman","is_ca":true},{"name":"Faruque Ahmed","is_ca":true},{"name":"Steven M. Albert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3563071009452483,"gpt":0.5176721489439304,"spread":0.1613650479986822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002477119,0.00007179311,0.000227442,0.00004794141,0.0007680329,0.00003217223,0.00007279053,0.00008804354,0.00002330498],"category_scores_gemma":[0.00132449,0.00005785222,0.00005929136,0.0001105651,0.00002458738,0.0003028644,0.00000776625,0.0001225638,2.11144e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425934,"about_ca_system_score_gemma":0.0003062449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00385259,"about_ca_topic_score_gemma":0.02021024,"domain_scores_codex":[0.9984369,0.0004119032,0.0006160509,0.0001132693,0.0002005442,0.0002213628],"domain_scores_gemma":[0.9975173,0.0005559294,0.0007229836,0.00005517322,0.001034008,0.0001145402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001552286,0.00001174775,0.9615574,0.00004693516,0.00005089366,1.323755e-7,0.02215399,1.633899e-7,0.00000489143,0.008502144,0.00003983747,0.007476562],"study_design_scores_gemma":[0.001212022,0.0006988492,0.8941957,0.00005660064,0.00003429343,3.333634e-7,0.0997593,0.00001116435,0.00003959819,0.003871283,0.00003703007,0.00008379901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955597,0.00006219219,0.002971061,0.0006021481,0.0002866014,0.0004243023,0.00005918097,0.00001222442,0.00002258526],"genre_scores_gemma":[0.9988757,0.0000807367,0.0007961288,0.00009604717,0.0001005825,0.000004085183,0.00002449636,0.000008709707,0.00001347432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07760531,"threshold_uncertainty_score":0.9976684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123408890","doi":"10.1111/j.1945-1474.2011.00175.x","title":"Implementation and Optimization of Smart Infusion Systems: Are we Reaping the Safety Benefits?","year":2011,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University Health Network","funders":"","keywords":"Process (computing); Patient safety; Multidisciplinary approach; Upgrade; Risk analysis (engineering); Resource (disambiguation); Computer science; Operations management; Business; Process management; Engineering; Health care","authors":[{"name":"Patricia Trbovich","is_ca":true},{"name":"Joseph A Cafazzo","is_ca":false},{"name":"Anthony Easty","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07845418798750513,"gpt":0.3382195472362763,"spread":0.2597653592487711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001591418,0.00009806507,0.0002125186,0.00007655881,0.0004301016,0.00001248363,0.0001019293,0.0001503724,0.00002505652],"category_scores_gemma":[0.00004366717,0.00007343919,0.00005175288,0.00009762414,0.00003687392,0.00010427,0.00002158895,0.0002637773,3.777658e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008820063,"about_ca_system_score_gemma":0.00003288545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003035126,"about_ca_topic_score_gemma":0.0003097403,"domain_scores_codex":[0.9987425,0.0001336759,0.0007131075,0.00008925021,0.0001315127,0.0001899942],"domain_scores_gemma":[0.9991386,0.0001005163,0.000317955,0.0001557388,0.0002311698,0.00005602992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001806719,0.0001603523,0.03542763,0.00700759,0.0004206105,0.000007133679,0.03150667,0.1115459,0.0004629937,0.3324507,0.002319829,0.476884],"study_design_scores_gemma":[0.01170186,0.005094274,0.3571718,0.005988104,0.0005110925,0.001551461,0.2822824,0.2306692,0.01928057,0.04927295,0.03343732,0.003038955],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5996014,0.01128257,0.3740007,0.007495485,0.003946611,0.002245995,0.0004027616,0.0003781736,0.0006462692],"genre_scores_gemma":[0.9915581,0.00562145,0.002616506,0.00007673036,0.00007602426,0.00001667107,0.000008808417,0.00001608082,0.000009595083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.473845,"threshold_uncertainty_score":0.3308038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2363246293","doi":"10.1097/jhq.0000000000000036","title":"Collection of Patients' Disability Status by Healthcare Organizations: Patients' Perceptions and Attitudes","year":2016,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Health care; Family medicine; Medicine; Rehabilitation; Desk; Nursing; Psychology; Physical therapy","authors":[{"name":"Megan A. Morris","is_ca":false},{"name":"Megan E. Schliep","is_ca":false},{"name":"Juliette Liesinger","is_ca":false},{"name":"Kenzie A. Cameron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07317347625023346,"gpt":0.4745698218595637,"spread":0.4013963456093302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001997403,0.0003293458,0.0007375518,0.0001745463,0.003279107,0.00001667775,0.0001773739,0.0004797347,0.0003686759],"category_scores_gemma":[0.004945251,0.0002488856,0.0001413533,0.0006252524,0.0002993906,0.000568482,0.00009923778,0.0007952936,0.00001853672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002781646,"about_ca_system_score_gemma":0.001093138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005607121,"about_ca_topic_score_gemma":0.004194341,"domain_scores_codex":[0.9916981,0.00315377,0.002748611,0.0005818119,0.0007930441,0.001024697],"domain_scores_gemma":[0.9885145,0.002569545,0.001866102,0.0005110055,0.00562061,0.0009182758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004402151,0.0002686284,0.9730182,0.001968082,0.00003161,4.636549e-8,0.002851536,2.729498e-7,0.00002752712,0.001153249,0.00789937,0.0123413],"study_design_scores_gemma":[0.003022301,0.0009164244,0.987129,0.0004537224,0.00002274919,8.941593e-7,0.002266757,0.000002651108,0.00001563052,0.001927621,0.003981361,0.0002608893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703375,0.0003304813,0.002054954,0.01578288,0.002630563,0.003050791,0.005685249,0.0001051949,0.00002245019],"genre_scores_gemma":[0.995895,0.0009775024,0.0008345973,0.001022174,0.000252782,0.000295429,0.0003795328,0.00006513202,0.0002778189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02555759,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2770054683","doi":"10.1097/jhq.0000000000000117","title":"Offering eConsult to Family Physicians With Patients on a Pain Clinic Wait List: An Outreach Exercise","year":2017,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Outreach; Family medicine; Primary care; Chronic pain; Cross-sectional study; Physical therapy","authors":[{"name":"Patricia A. Poulin","is_ca":false},{"name":"Heather Romanow","is_ca":false},{"name":"Jeannette Cheng","is_ca":false},{"name":"Clare Liddy","is_ca":false},{"name":"Catherine Smyth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1091584885521146,"gpt":0.3953125224973139,"spread":0.2861540339451992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004122718,0.0002986463,0.000684033,0.0002573814,0.001938904,0.0005923195,0.0006511799,0.0002293423,0.00001195366],"category_scores_gemma":[0.0008771559,0.0002407599,0.0001597565,0.0001455474,0.00005711746,0.0008723688,0.00009844351,0.0005842493,0.00006701799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900177,"about_ca_system_score_gemma":0.000123018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850914,"about_ca_topic_score_gemma":0.01087019,"domain_scores_codex":[0.9972213,0.0001372245,0.0009596444,0.0005105284,0.0004383664,0.0007329515],"domain_scores_gemma":[0.9965463,0.0001187808,0.001326117,0.0009318062,0.0009426505,0.0001343944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009606798,0.0004003834,0.2257391,0.00132811,0.00003498116,0.00001782638,0.0003446689,0.000003191201,0.00001018576,0.004000206,0.00363257,0.7635281],"study_design_scores_gemma":[0.003502103,0.00207297,0.8070523,0.002504312,0.00005142283,0.000005627665,0.003673778,0.0003176176,0.00001198078,0.004981327,0.17492,0.0009065295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802008,0.00004188898,0.0003907881,0.01588464,0.001407812,0.00121579,0.00005013569,0.0001294545,0.00067869],"genre_scores_gemma":[0.9888628,0.00001384918,0.0003303457,0.008746877,0.001612742,0.00009440412,0.00003010279,0.00006166199,0.0002471828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7626216,"threshold_uncertainty_score":0.9993604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2960567281","doi":"10.1097/jhq.000000000000073","title":"Understanding the High Frequency Use of the Emergency Department for Patients With Chronic Pain: A Mixed-Methods Study","year":2019,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institutes of Health Research","funders":"Canadian Institutes of Health Research","keywords":"Emergency department; Feeling; Thematic analysis; Medicine; Chronic pain; Descriptive statistics; Family medicine; Psychology; Nursing; Qualitative research; Physical therapy","authors":[{"name":"Brittany A. Glynn","is_ca":true},{"name":"Madeleine Brulé","is_ca":true},{"name":"Samantha L. Kenny","is_ca":true},{"name":"Eve‐Ling Khoo","is_ca":true},{"name":"Yaadwinder Shergill","is_ca":true},{"name":"Catherine Smyth","is_ca":true},{"name":"Patricia A. Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1483269023279608,"gpt":0.441013309207143,"spread":0.2926864068791822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009041084,0.000185917,0.0004368058,0.00009194763,0.00039378,0.00002293618,0.0002574204,0.00007707249,0.00001964989],"category_scores_gemma":[0.001059924,0.00009530294,0.0002434166,0.0003031785,0.00004151589,0.0001342792,0.00006159033,0.0003425124,3.693141e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155631,"about_ca_system_score_gemma":0.0003238137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000332835,"about_ca_topic_score_gemma":0.0003633404,"domain_scores_codex":[0.995853,0.001952611,0.0009112512,0.0002563284,0.0006319926,0.0003947927],"domain_scores_gemma":[0.9966851,0.001169303,0.0008859863,0.0006414023,0.000497282,0.0001208731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005145778,0.0005065716,0.9875916,0.001006782,0.0002370839,5.803595e-7,0.0004353104,0.000005335452,0.00001629734,0.002026831,0.003400511,0.004258496],"study_design_scores_gemma":[0.002923558,0.006324898,0.9739022,0.0001966142,0.0002895673,0.00000246999,0.002051237,0.0000903608,0.00001826855,0.01263146,0.001395717,0.0001737099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8282145,0.0002103601,0.1576308,0.00461334,0.0009591193,0.008250306,0.00007004484,0.00003914715,0.00001242087],"genre_scores_gemma":[0.9869479,0.00008745393,0.01189464,0.0004600679,0.000215136,0.0002347342,0.00001540236,0.00003045223,0.0001142197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1587335,"threshold_uncertainty_score":0.3886341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120339888","doi":"10.1111/j.1945-1474.2008.tb01125.x","title":"Emergency Care Center Turnaround Time— An Improvement Story","year":2008,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Overcrowding; Medical emergency; Turnaround time; Emergency department; Emergency rooms; Medicine; Patient satisfaction; Center (category theory); Patient care; Community hospital; Patient safety; Emergency medicine; Health care; Operations management; Nursing; Engineering; Political science","authors":[{"name":"Joan Gelrud","is_ca":true},{"name":"Helen Burroughs","is_ca":true},{"name":"Joanne Koterwas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0929023205054332,"gpt":0.433591521147941,"spread":0.3406892006425077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008696385,0.0002444584,0.0005246456,0.00009681573,0.001275216,0.000008512685,0.0001371158,0.000133456,0.0002300865],"category_scores_gemma":[0.0002390492,0.0001968913,0.0004102441,0.0001206357,0.00006528074,0.0002231908,0.00003602786,0.0006331781,0.00001939329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441274,"about_ca_system_score_gemma":0.0003526205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001892144,"about_ca_topic_score_gemma":0.000131279,"domain_scores_codex":[0.99751,0.0002366244,0.0008592922,0.0003295177,0.0005251919,0.000539338],"domain_scores_gemma":[0.9973978,0.000048458,0.000336647,0.0003537282,0.001314102,0.0005492502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004355397,0.002016094,0.2375773,0.007180134,0.001265645,0.0003954231,0.0653994,0.000005834727,0.009531911,0.001110769,0.568932,0.1022301],"study_design_scores_gemma":[0.008693662,0.01345997,0.1884396,0.0005417357,0.0003434263,0.001380207,0.04353499,0.00003576162,0.001531374,0.001734956,0.7388727,0.001431624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741275,0.01078487,0.0001534443,0.009383226,0.003735608,0.0007603212,0.0002318192,0.00007213362,0.0007510745],"genre_scores_gemma":[0.9819932,0.008114939,0.0007895895,0.002616745,0.002904327,0.0000497073,0.0001641503,0.00005312923,0.003314238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1699407,"threshold_uncertainty_score":0.9808061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065407972","doi":"10.1111/j.1945-1474.2007.tb00193.x","title":"Patient Satisfaction: Evaluating the Success of Hospital Ward Redesign","year":2007,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Patient satisfaction; Quality (philosophy); Perception; Medicine; Nursing; Family medicine; Medical emergency; Psychology","authors":[{"name":"Theresa J. B. Kline","is_ca":true},{"name":"Barry Baylis","is_ca":true},{"name":"Fatima Chatur","is_ca":true},{"name":"Sonja A. Morrison","is_ca":true},{"name":"Debbie Elizabeth White","is_ca":true},{"name":"Rhona Flin","is_ca":true},{"name":"William A. Ghali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2776404609814153,"gpt":0.5771536045067058,"spread":0.2995131435252906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01806486,0.0002688197,0.0006122617,0.0001820188,0.003830478,0.00001988418,0.0002665038,0.0003934824,0.0001976629],"category_scores_gemma":[0.003732877,0.0001933163,0.0002980709,0.0004337317,0.0001245256,0.0003096109,0.0001160548,0.001994023,0.00002270272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284524,"about_ca_system_score_gemma":0.001437767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006562411,"about_ca_topic_score_gemma":0.002292305,"domain_scores_codex":[0.9898384,0.003610255,0.003578941,0.0003779189,0.001498725,0.001095784],"domain_scores_gemma":[0.9862841,0.006007423,0.003471843,0.0006126873,0.003119881,0.0005040988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00111562,0.00004617393,0.8562255,0.001264635,0.00005424999,0.000002331072,0.01263185,0.00002514165,0.0001075701,0.004668898,0.00334371,0.1205143],"study_design_scores_gemma":[0.001232913,0.002780962,0.9579675,0.0005445622,0.00002964802,0.00001309734,0.02451528,0.00005411051,0.0001347064,0.01070059,0.001778505,0.0002481257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592348,0.0005635327,0.005369456,0.01798357,0.01304414,0.003179039,0.0001631395,0.00007583,0.0003864605],"genre_scores_gemma":[0.9939476,0.00008787105,0.002644757,0.001702961,0.001233964,0.0001839052,0.00001355923,0.00004586736,0.0001395727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202662,"threshold_uncertainty_score":0.9974664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242613601","doi":"10.1111/j.1945-1474.2010.00127.x","title":"Prevalence and Risk of Pressure Ulcers in Acute Care Following Implementation of Practice Guidelines: Annual Pressure Ulcer Prevalence Census 1994-2008","year":2011,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Institutes of Health Research","funders":"","keywords":"Medicine; Incidence (geometry); Epidemiology; Emergency medicine; Heel; Acute care; Clinical Practice; Intensive care medicine; Health care; Physical therapy; Internal medicine","authors":[{"name":"Elizabeth G. VanDenKerkhof","is_ca":true},{"name":"Elaine Friedberg","is_ca":true},{"name":"Margaret B. Harrison","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1241377071756289,"gpt":0.528174169899446,"spread":0.4040364627238171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007935921,0.0002725708,0.0006650116,0.0002328823,0.0005330893,0.00001018575,0.0003782299,0.0002732623,0.0001269227],"category_scores_gemma":[0.001737967,0.0002471693,0.0002592181,0.0002386183,0.00007001133,0.0008022079,0.0002133508,0.0008697816,9.619619e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216566,"about_ca_system_score_gemma":0.0005641755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056356,"about_ca_topic_score_gemma":0.002127055,"domain_scores_codex":[0.9918925,0.003514678,0.002766221,0.0004705726,0.0007374565,0.0006186066],"domain_scores_gemma":[0.9933525,0.0007459802,0.003093959,0.0004925756,0.002049708,0.0002652587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002444157,0.0002704898,0.8148811,0.03622293,0.00171561,0.00001352827,0.1115597,0.00003976401,0.00006324349,0.002276321,0.009385402,0.02112777],"study_design_scores_gemma":[0.004991961,0.0007665866,0.7987228,0.002054237,0.002648489,0.00001276315,0.1406506,0.00005497687,0.0001433311,0.001227494,0.04830908,0.0004177037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8959988,0.05770946,0.004806678,0.006159659,0.005613999,0.01532441,0.01310598,0.0001565213,0.001124494],"genre_scores_gemma":[0.9767075,0.009239395,0.01190026,0.000604257,0.000185158,0.0002370714,0.00003638588,0.00004346338,0.001046506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08070871,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2512090061","doi":"10.1097/jhq.0000000000000067","title":"How Quality Improvement Practice Evidence Can Advance the Knowledge Base","year":2016,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Innovates; Canadian Institutes of Health Research","funders":"","keywords":"Psychological intervention; Quality management; Quality (philosophy); Knowledge base; Intervention (counseling); Critical appraisal; Evidence-based practice; Evidence-based medicine; Medicine; Psychology; Management science; Risk analysis (engineering); Knowledge management; Process management; Computer science; Nursing; Alternative medicine; Business; Operations management; Engineering","authors":[{"name":"Hannah M. O’Rourke","is_ca":true},{"name":"Kimberly D. Fraser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8010709332462674,"gpt":0.7556537984564861,"spread":0.04541713478978138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05615202,0.0003125121,0.0005796087,0.0001293665,0.005048118,0.0001083189,0.0008904386,0.0002091289,0.0001289701],"category_scores_gemma":[0.09292503,0.0001690041,0.0002095566,0.0005454995,0.0002366458,0.001631065,0.0002063466,0.001290414,0.00009049245],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003025896,"about_ca_system_score_gemma":0.007174048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003220777,"about_ca_topic_score_gemma":0.01078706,"domain_scores_codex":[0.9801314,0.01311309,0.002817553,0.0006417129,0.001275461,0.002020742],"domain_scores_gemma":[0.9354822,0.05342045,0.003844574,0.001249874,0.004521896,0.001481016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00257462,0.0003069893,0.02765136,0.006299764,0.0001130985,0.00001002372,0.08281154,0.000001001019,0.007131673,0.09878362,0.1190005,0.6553158],"study_design_scores_gemma":[0.002374109,0.0007066536,0.02769564,0.001049111,0.00002708477,0.00002354258,0.04799768,0.000006915855,0.000274926,0.007961646,0.9114915,0.0003911751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07182672,0.0006629756,0.02295564,0.8966115,0.003882377,0.003236204,0.0005349569,0.00008687165,0.000202768],"genre_scores_gemma":[0.8555073,0.001230391,0.003971274,0.1274559,0.002664933,0.001063991,0.000003273936,0.00005051223,0.008052508],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.792491,"threshold_uncertainty_score":0.9984543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509241676","doi":"10.1097/jhq.0000000000000055","title":"Medication Knowledge Among Older Adults Admitted to Home Care in Ontario During 2012–2013","year":2016,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Family medicine; Psychology","authors":[{"name":"Kim Sears","is_ca":false},{"name":"Kevin Woo","is_ca":false},{"name":"Joan Almost","is_ca":false},{"name":"Rosemary Wilson","is_ca":false},{"name":"Eliot Frymire","is_ca":false},{"name":"Marlo Whitehead","is_ca":false},{"name":"Elizabeth G. VanDenKerkhof","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.144743794858504,"gpt":0.4773753970500073,"spread":0.3326316021915032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011289,0.0001704207,0.0004232216,0.0001996945,0.0001782297,0.00001870696,0.0001219657,0.0001624849,0.0003040621],"category_scores_gemma":[0.0005329183,0.0001116006,0.0001541046,0.0001496246,0.000030941,0.0003952346,0.00003906035,0.0006225826,0.00004742517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420203,"about_ca_system_score_gemma":0.0005666243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01355206,"about_ca_topic_score_gemma":0.2237596,"domain_scores_codex":[0.9976652,0.0002924478,0.000866953,0.0002928033,0.0003957225,0.0004868997],"domain_scores_gemma":[0.9975713,0.0004428739,0.0003180501,0.0002510932,0.0004862182,0.0009304725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002691624,0.0001801185,0.9615887,0.0009339913,0.00003092235,0.00001329334,0.008307443,3.137529e-7,0.00009175968,0.00004431192,0.0006403831,0.02547713],"study_design_scores_gemma":[0.005406686,0.0004142916,0.9724439,0.001559598,0.0000313369,0.00003423795,0.001169145,0.000008290739,0.0001541072,0.00007082657,0.01854501,0.0001625471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667422,0.001035589,0.0001517183,0.02950845,0.001232195,0.001153728,0.00002231975,0.00002912142,0.00012465],"genre_scores_gemma":[0.9966533,0.0001629411,0.0001990449,0.001067202,0.0003505339,0.00005874226,0.00001581019,0.00002235101,0.001470083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2102076,"threshold_uncertainty_score":0.9930168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965705949","doi":"10.1111/j.1945-1474.2009.00063.x","title":"Provider-Initiated Pay-for-Performance in a Clinically Integrated Hospital Network","year":2009,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Island Health","funders":"","keywords":"Purchasing; Pay for performance; Value-Based Purchasing; Alliance; Quality management; Business; Quality (philosophy); Operations management; Utilization management; Patient satisfaction; Value (mathematics); Health care; Marketing; Computer science; Service (business); Engineering","authors":[{"name":"Graham J. Atkinson","is_ca":false},{"name":"Kathleen E. Masiulis","is_ca":true},{"name":"Len Felgner","is_ca":false},{"name":"Dale N. Schumacher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1997950865393154,"gpt":0.5429968768432455,"spread":0.3432017903039301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01173038,0.0003516906,0.001161254,0.0001813959,0.001841573,0.00003623594,0.0004230912,0.0006815743,0.00005842621],"category_scores_gemma":[0.002421525,0.0002558081,0.0003510205,0.000523009,0.0000431116,0.0004240305,0.00004462896,0.003005553,0.00002832139],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725171,"about_ca_system_score_gemma":0.007116923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005456334,"about_ca_topic_score_gemma":0.001429742,"domain_scores_codex":[0.991474,0.001725366,0.004015702,0.000485867,0.0004279734,0.001871067],"domain_scores_gemma":[0.992964,0.002940823,0.00156825,0.0004364422,0.001429657,0.0006607973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00693127,0.0004847845,0.6625661,0.003090991,0.00006228663,0.00001932694,0.003997094,0.00002866502,0.000006353177,0.00768789,0.1328719,0.1822533],"study_design_scores_gemma":[0.00638244,0.005628289,0.7177805,0.001091487,0.0000290309,0.00001115614,0.002120475,0.0002916198,0.000002549583,0.03029471,0.2357883,0.000579459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6261236,0.001267638,0.003861285,0.3453379,0.01203838,0.008834816,0.0003571794,0.0003613931,0.001817818],"genre_scores_gemma":[0.8761373,0.001104734,0.007255633,0.1102174,0.003452568,0.0004268032,0.0002037106,0.00005927838,0.001142636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2500136,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1913960352","doi":"10.1111/j.1945-1474.2011.00174.x","title":"An Integrated Methodology for Process Improvement and Delivery System Visualization at a Multidisciplinary Cancer Center","year":2011,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CARE Canada","funders":"","keywords":"Multidisciplinary approach; Workflow; Computer science; Process (computing); Data collection; Process management; Visualization; Knowledge management; Systems engineering; Engineering; Data mining; Database","authors":[{"name":"Rachanee Singprasong","is_ca":true},{"name":"Tillal Eldabi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2185600354698854,"gpt":0.4892988647211996,"spread":0.2707388292513142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001447235,0.0001312284,0.0002381379,0.00003807182,0.0003084549,0.00001336129,0.0001151489,0.0002452506,0.00000429036],"category_scores_gemma":[0.000163022,0.00009882942,0.00007765194,0.00003980434,0.00007725805,0.000006657656,0.0000419133,0.0000920181,1.379281e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009434401,"about_ca_system_score_gemma":0.0001612768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003620585,"about_ca_topic_score_gemma":0.0007398088,"domain_scores_codex":[0.9985837,0.0003232225,0.0004312338,0.0002977744,0.00009049942,0.0002735365],"domain_scores_gemma":[0.9989095,0.00005281806,0.0002810256,0.0001327466,0.0004335488,0.0001903204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02028089,0.0009061089,0.1034286,0.008215493,0.0006038586,0.000009474868,0.01250943,0.000007710432,0.188594,0.001493116,0.001973555,0.6619778],"study_design_scores_gemma":[0.0251436,0.05140573,0.1378626,0.001871134,0.0005461184,0.001012287,0.1245031,0.01110725,0.5823737,0.005133079,0.05567517,0.003366293],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408334,0.0009516734,0.05662512,0.000329258,0.0005567311,0.0004409348,0.0002385793,0.00002048789,0.000003783387],"genre_scores_gemma":[0.9841877,0.0002077833,0.01461947,0.000300259,0.0002613007,0.0001741878,0.0001687674,0.00001856453,0.00006200121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6586115,"threshold_uncertainty_score":0.4030147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140971939","doi":"10.1111/j.1945-1474.2011.00139.x","title":"Activities Identification for Activity-Based Cost/Management Applications of the Diagnostics Outpatient Procedures","year":2011,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Identification (biology); Computer science; Task (project management); Schema (genetic algorithms); Process (computing); Health care; Risk analysis (engineering); Process management; Operations management; Medicine; Engineering; Machine learning; Systems engineering","authors":[{"name":"Abdalla Alrashdan","is_ca":true},{"name":"Amer Momani","is_ca":true},{"name":"Tamador Ababneh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2928566967468696,"gpt":0.5249207290569147,"spread":0.2320640323100451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005027783,0.0002092925,0.0004553779,0.0001373398,0.002899058,0.00001404131,0.0004784875,0.0003123058,0.00002397071],"category_scores_gemma":[0.001327214,0.0001596782,0.0003402307,0.0002900261,0.0001409383,0.0001696194,0.00006973564,0.000808629,0.000004428217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005591722,"about_ca_system_score_gemma":0.001320471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007010433,"about_ca_topic_score_gemma":0.001808063,"domain_scores_codex":[0.9950964,0.001693557,0.00172701,0.0003237048,0.0005330247,0.0006263083],"domain_scores_gemma":[0.9924139,0.003139244,0.002195125,0.0006933518,0.001315632,0.0002426929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.007362368,0.003236196,0.1409439,0.09870736,0.0004130638,0.000001202746,0.06140969,0.00007289236,0.0001866732,0.4959792,0.0156751,0.1760124],"study_design_scores_gemma":[0.005607388,0.001359868,0.6593052,0.003033975,0.0003842834,0.000006675202,0.07434135,0.0003817362,0.003267516,0.1441265,0.1072199,0.0009655483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4174218,0.001132806,0.4495861,0.06344792,0.009118132,0.05223488,0.005806267,0.0002521957,0.0009999037],"genre_scores_gemma":[0.9869261,0.0002778005,0.002698544,0.002221096,0.0003895895,0.00691071,0.00005136586,0.00003810615,0.0004866622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5695043,"threshold_uncertainty_score":0.998399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3009064648","doi":"10.1097/jhq.0000000000000258","title":"How Successful Are Residents and Fellows at Quality Improvement?","year":2020,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychological intervention; Quarter (Canadian coin); Quality management; Quality (philosophy); Medicine; Medical education; Health care; Family medicine; Psychology; Nursing; Operations management; Engineering; Management system; Political science","authors":[{"name":"Elizabeth Eden","is_ca":false},{"name":"Terence Harrington","is_ca":false},{"name":"Ling‐Wan Chen","is_ca":false},{"name":"Lakshmipathi Chelluri","is_ca":false},{"name":"Linda W. Higgins","is_ca":false},{"name":"Jennifer A. Freel","is_ca":false},{"name":"Allison DeKosky","is_ca":false},{"name":"Gregory M. Bump","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7205332057963546,"gpt":0.6953187359695708,"spread":0.02521446982678377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01101259,0.000294482,0.0007890164,0.0001160457,0.004193288,0.0001378066,0.0004491771,0.0002795229,0.0001744994],"category_scores_gemma":[0.009625206,0.0002580818,0.00016092,0.0004074943,0.0001314833,0.0006996598,0.0003124452,0.00126142,0.00005335434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076791,"about_ca_system_score_gemma":0.001266101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003329813,"about_ca_topic_score_gemma":0.006245978,"domain_scores_codex":[0.9901781,0.003999623,0.002541859,0.0006656162,0.001156605,0.001458198],"domain_scores_gemma":[0.9900278,0.003282332,0.002870772,0.0004203664,0.001162309,0.002236413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001366113,0.00004727274,0.8266005,0.009479214,0.0000552254,0.00001124083,0.03383094,7.611013e-7,0.002103782,0.004014747,0.1073324,0.01515781],"study_design_scores_gemma":[0.005269368,0.0008373075,0.6321653,0.0002937802,0.00002530074,0.00001231905,0.05698594,0.00005226347,0.000279428,0.004742822,0.2987564,0.0005797648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5823407,0.0001330964,0.0009451922,0.4134828,0.0009518921,0.001469625,0.000529033,0.00006429173,0.00008345817],"genre_scores_gemma":[0.8466915,0.0002556678,0.001017976,0.1480265,0.001574246,0.0001918525,0.00001864108,0.00004166583,0.002181987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2654563,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969341287","doi":"10.1111/j.1945-1474.2006.tb00617.x","title":"Using Quality Improvement to Enhance Research Readiness in Palliative Care","year":2006,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Hospice Palliative Care Association; University of Victoria; Vancouver Coastal Health; Island Health; Natural Sciences and Engineering Research Council of Canada","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Quality management; Palliative care; Quality (philosophy); Process management; Health care; Process (computing); Nursing; Medicine; Psychology; Business; Computer science; Political science; Marketing","authors":[{"name":"Kelli Stajduhar","is_ca":true},{"name":"Darcee Bidgood","is_ca":true},{"name":"Leah Norgrove","is_ca":true},{"name":"Diane Allan","is_ca":true},{"name":"Shelly Waskiewich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6246655397974525,"gpt":0.6857439960859807,"spread":0.06107845628852815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005104024,0.0001940426,0.0007729798,0.0003434713,0.0002570947,0.00002713055,0.0001659782,0.0001701643,0.00001130421],"category_scores_gemma":[0.001613429,0.0001687054,0.0001966088,0.0006663312,0.00008356629,0.000106932,0.00005642375,0.0007196015,0.000003364389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800076,"about_ca_system_score_gemma":0.0007842094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02990234,"about_ca_topic_score_gemma":0.006856012,"domain_scores_codex":[0.9957072,0.0007509401,0.001466547,0.0003961627,0.0009785532,0.0007005766],"domain_scores_gemma":[0.9951475,0.0007580075,0.0004234963,0.0003556801,0.002978475,0.0003368974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005290006,0.0006486007,0.8493965,0.007083131,0.0001001885,0.00006198496,0.02354461,0.00009825115,0.03677916,0.00782705,0.001164865,0.0680056],"study_design_scores_gemma":[0.005608174,0.004602992,0.5666696,0.01060326,0.00007496156,0.00001676082,0.1046773,0.0001170326,0.2155516,0.02416185,0.06691373,0.00100278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847924,0.004087622,0.002591421,0.00640209,0.0004117393,0.001162384,0.0001427564,0.00001619504,0.0003933969],"genre_scores_gemma":[0.988295,0.0002481037,0.009858252,0.0005036714,0.0007229235,0.00005503072,0.00003643107,0.00002629345,0.000254323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.282727,"threshold_uncertainty_score":0.9765576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144619938","doi":"10.1111/j.1945-1474.2007.tb00223.x","title":"Measuring the Quality of Pediatric Day Surgery Care","year":2007,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; Children's & Women's Health Centre of British Columbia; CARE Canada; University of British Columbia","funders":"Provincial Health Services Authority","keywords":"Reliability (semiconductor); Telephone interview; Medicine; Family medicine; Quality (philosophy); Psychology","authors":[{"name":"Erica Amari","is_ca":true},{"name":"Diana M. Murray","is_ca":true},{"name":"Christine A. Vandebeek","is_ca":true},{"name":"Caroline J. Montgomery","is_ca":true},{"name":"Erik D. Skarsgard","is_ca":true},{"name":"Fay Warnock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4720210134497222,"gpt":0.5677952945521035,"spread":0.09577428110238129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04269605,0.0002961007,0.0009681454,0.0003672911,0.003662089,0.00001458078,0.0004065661,0.0004947067,0.00008897593],"category_scores_gemma":[0.008930374,0.0002173698,0.0005707943,0.00067321,0.00009617118,0.000253477,0.00009307486,0.002310755,0.00002591845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408162,"about_ca_system_score_gemma":0.00251731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006791464,"about_ca_topic_score_gemma":0.006729121,"domain_scores_codex":[0.9848725,0.006876512,0.005036976,0.0004058265,0.001450512,0.001357695],"domain_scores_gemma":[0.9701756,0.0205281,0.004092598,0.0007959137,0.00374617,0.0006616219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004916636,0.0000239989,0.9639873,0.005240034,0.00003079534,0.00000165083,0.01132324,0.000004129641,0.00002303198,0.002924671,0.002170427,0.0137791],"study_design_scores_gemma":[0.0006297164,0.00009303752,0.9603885,0.0002288411,0.00002781245,0.000004964339,0.03144556,0.000001624875,0.00005690355,0.002293136,0.004598374,0.0002315243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971931,0.003840192,0.003715538,0.006989862,0.01068273,0.001990751,0.0003437009,0.00009940613,0.0004068039],"genre_scores_gemma":[0.9937491,0.0004567979,0.0004953012,0.001636622,0.003324674,0.000100013,0.00003641348,0.00005286747,0.0001482196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03376568,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091444619","doi":"10.1111/j.1945-1474.2011.00197.x","title":"A Multifaceted Approach to Spreading Palliative Care Consultation Services in California Public Hospital Systems","year":2012,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Care Foundation; Learning Partnership; CARE Canada","funders":"University of California, Irvine; University of California, Davis; California Health Care Foundation","keywords":"Palliative care; Nursing; Medicine; Medical emergency","authors":[{"name":"Ruth Brousseau","is_ca":true},{"name":"Wendy Jameson","is_ca":true},{"name":"Boris Kalanj","is_ca":true},{"name":"Kathleen Kerr","is_ca":true},{"name":"Kate O’Malley","is_ca":true},{"name":"Steven Z. Pantilat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2807423964142199,"gpt":0.5066587188405524,"spread":0.2259163224263324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452744,0.0002015864,0.0006723346,0.0002552747,0.0001536967,0.00004208162,0.0001150822,0.0001812533,0.000003001137],"category_scores_gemma":[0.0008925219,0.0001669764,0.0001434377,0.0003999994,0.00003158819,0.000257039,0.00002581585,0.0003655526,0.000008535906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007334021,"about_ca_system_score_gemma":0.0002396733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002605512,"about_ca_topic_score_gemma":0.0002139015,"domain_scores_codex":[0.9974164,0.0003668753,0.0009534951,0.0002276537,0.0004620745,0.0005735219],"domain_scores_gemma":[0.9968927,0.000405165,0.000512654,0.000177068,0.001384239,0.0006282001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005000409,0.0003473821,0.8602959,0.006352138,0.0001107808,0.000004250704,0.1257774,0.00003339999,0.0001969866,0.001317755,0.000134489,0.004929485],"study_design_scores_gemma":[0.006758891,0.001086339,0.3600689,0.005067473,0.0001170136,0.00004606773,0.574153,0.001213622,0.0007304692,0.00009675538,0.05005288,0.0006085438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823745,0.01013952,0.00254329,0.002023931,0.0006787607,0.001536141,0.0003874847,0.0000328984,0.0002834359],"genre_scores_gemma":[0.9905644,0.000204537,0.008034434,0.0003614502,0.0004610329,0.0001127391,0.0001998045,0.00002498135,0.00003663629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5002269,"threshold_uncertainty_score":0.6809099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1672392311","doi":"10.1111/j.1945-1474.2012.00205.x","title":"Developing a Multidisciplinary Robotic Surgery Quality Assessment Program","year":2012,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Multidisciplinary approach; Quality management; Medical physics; Medicine; Quality (philosophy); Robotic surgery; Health care; Quality assessment; Operations management; Medical emergency; Surgery; Engineering; External quality assessment","authors":[{"name":"Iahn Gonsenhauser","is_ca":false},{"name":"Ronney Abaza","is_ca":true},{"name":"Hagop S. Mekhjian","is_ca":true},{"name":"Susan D. Moffatt‐Bruce","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3150908222419563,"gpt":0.5434627015342021,"spread":0.2283718792922458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01198055,0.0002765007,0.001621847,0.0001496837,0.0005558915,0.00006216321,0.00009349715,0.0002307091,0.00002954365],"category_scores_gemma":[0.001268868,0.0002082031,0.001339948,0.0002621298,0.00007042799,0.0002623653,0.00004581126,0.0006605107,0.00001128881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008591085,"about_ca_system_score_gemma":0.001211536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202856,"about_ca_topic_score_gemma":0.00002885326,"domain_scores_codex":[0.9950718,0.001241294,0.001582121,0.0002780406,0.0008321233,0.0009946765],"domain_scores_gemma":[0.9941441,0.003394079,0.0005526391,0.0003616424,0.0005041368,0.001043385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005957747,0.0006163775,0.8921753,0.001797238,0.0001810761,0.00004232453,0.0006001528,0.000002134213,0.00002288237,0.02657588,0.0003821896,0.07700863],"study_design_scores_gemma":[0.0008850706,0.0001964639,0.955004,0.0002502719,0.00008949542,0.0007193423,0.001430489,0.00002311102,0.00002472554,0.0004524255,0.04063274,0.0002918952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128785,0.002117266,0.008434535,0.07049933,0.003000198,0.001977325,0.00001585586,0.0002167152,0.0008603159],"genre_scores_gemma":[0.947127,0.0002474194,0.04814228,0.001890685,0.001574563,0.0001557911,0.00006419629,0.0000451069,0.0007529545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07671674,"threshold_uncertainty_score":0.8490275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128596115","doi":"10.1111/j.1945-1474.2006.tb00627.x","title":"Rural Communities Improving Quality Through Collaboration: The MaineHealth Story","year":2006,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institute of Steel Construction","keywords":"Quality (philosophy); Business; Data collection; Health care; Quality management; Rural area; Nursing; Medicine; Knowledge management; Marketing; Computer science; Economic growth; Sociology","authors":[{"name":"Lisa M. Letourneau","is_ca":false},{"name":"Neil Korsen","is_ca":false},{"name":"Julie Osgood","is_ca":false},{"name":"Susan H. Swartz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1746322748643326,"gpt":0.53919559534258,"spread":0.3645633204782475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01765952,0.0003809676,0.0009726533,0.0001116231,0.01347881,0.0001002901,0.0006803172,0.0004595106,0.0001843132],"category_scores_gemma":[0.0006904204,0.0002689431,0.0003416856,0.0004306102,0.0002302473,0.0006985423,0.0001614246,0.0034263,0.00004330282],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003516496,"about_ca_system_score_gemma":0.008739027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0716978,"about_ca_topic_score_gemma":0.07787544,"domain_scores_codex":[0.9840151,0.01039158,0.002952749,0.0002278602,0.0008870889,0.001525643],"domain_scores_gemma":[0.9877447,0.006474799,0.002368928,0.0009681814,0.002092341,0.0003510415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001680915,0.0002202014,0.0961383,0.00678052,0.00008400828,0.000004740221,0.0444024,0.0000180469,0.00006569207,0.3619997,0.4725245,0.01608098],"study_design_scores_gemma":[0.002533733,0.000370253,0.1591226,0.0001973804,0.00003889033,0.0000234867,0.2406511,0.00001972327,0.00000705047,0.04661164,0.5499654,0.0004587495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4055496,0.007305384,0.005808291,0.5597811,0.011014,0.003970242,0.0009227722,0.0003317294,0.005316876],"genre_scores_gemma":[0.8674366,0.0007940746,0.002066121,0.1164677,0.006619374,0.0004838737,0.0003079015,0.00009102467,0.005733266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.461887,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027874712","doi":"10.1111/j.1945-1474.2001.tb00382.x","title":"Relationship Between Chronic Conditions and Patient Satisfaction with Managed Care","year":2001,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Managed care; Patient satisfaction; Psychology; Medicine; Nursing; Health care; Political science","authors":[{"name":"Mariliese D. Gines","is_ca":true},{"name":"Lionel Pinto","is_ca":true},{"name":"Ian T. Gocka","is_ca":true},{"name":"Antonio P. Legorreta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2060760621100989,"gpt":0.5516647552126529,"spread":0.345588693102554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002010995,0.0001557521,0.000334397,0.0001899436,0.00493169,0.00003040055,0.00007178614,0.0002623803,0.00008029631],"category_scores_gemma":[0.0007297424,0.0001249931,0.00006374223,0.0002658831,0.00007335236,0.0002285672,0.00003032019,0.001795731,0.00003422186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290362,"about_ca_system_score_gemma":0.001605054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004342895,"about_ca_topic_score_gemma":0.01036984,"domain_scores_codex":[0.9956665,0.001804423,0.000952046,0.0002729132,0.0004668093,0.0008373059],"domain_scores_gemma":[0.9949698,0.002791109,0.0004752098,0.0002518481,0.0007172252,0.0007948322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002279391,0.0000089478,0.9650073,0.001614355,0.00001286342,0.000005784962,0.003567682,0.000003745065,0.000002018546,0.002968303,0.00146728,0.02511379],"study_design_scores_gemma":[0.001284365,0.000765978,0.960485,0.0003494185,0.00001775578,0.00002173119,0.01098136,0.000005520732,0.000001132482,0.005238777,0.02071198,0.0001369688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707987,0.00103601,0.0009236799,0.02432724,0.0004439944,0.00173215,0.0001936866,0.00006452059,0.0004799863],"genre_scores_gemma":[0.997108,0.000186351,0.0003259385,0.0009617106,0.000748014,0.0001937664,0.00008266536,0.0000300604,0.0003634625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02630929,"threshold_uncertainty_score":0.9963638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981927980","doi":"10.1111/j.1945-1474.2011.00141.x","title":"Critical Outcomes: Clinical and Team Performance Across Acute Illness Scenarios in Emergency Departments of Critical Access Hospitals","year":2011,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Workers Compensation Board of British Columbia","funders":"","keywords":"Emergency department; Medicine; Bivariate analysis; Rapid response team; Acute coronary syndrome; Medical emergency; Emergency medicine; Nursing; Internal medicine; Statistics","authors":[{"name":"Nana Coleman","is_ca":false},{"name":"David Baker","is_ca":true},{"name":"Jonathan Gallo","is_ca":true},{"name":"Anthony D. Slonim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1849375791704187,"gpt":0.5549201707904249,"spread":0.3699825916200061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003130314,0.0002586054,0.0011107,0.00008690449,0.0004335992,0.00001723687,0.000223224,0.0002490274,0.00006921235],"category_scores_gemma":[0.004515653,0.0001967641,0.0003438275,0.0001969651,0.0004932727,0.000503242,0.0001611199,0.0007411802,0.000002306997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006871528,"about_ca_system_score_gemma":0.0001908326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002152427,"about_ca_topic_score_gemma":0.0002338878,"domain_scores_codex":[0.9958194,0.0003164236,0.002304921,0.0003926221,0.0004589611,0.0007075943],"domain_scores_gemma":[0.9972755,0.0004535381,0.0002842945,0.0003000783,0.001166237,0.0005203252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009445682,0.0006612585,0.9856948,0.001807346,0.0001580194,0.00003380507,0.003716067,4.390524e-8,0.000006983279,0.0008321676,0.0009572086,0.005187737],"study_design_scores_gemma":[0.001630578,0.001475759,0.9888784,0.0002445697,0.000136931,0.00009186367,0.003976895,0.00001901001,0.000150196,0.002893541,0.0002588504,0.0002433789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986158,0.001604173,0.0001476518,0.008137432,0.003002662,0.000572957,0.0001722584,0.00002049029,0.0001843884],"genre_scores_gemma":[0.9923,0.005655667,0.0008302174,0.000821197,0.0002461431,0.00005167336,0.000007680049,0.00002393335,0.00006352126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007316235,"threshold_uncertainty_score":0.8023809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050882184","doi":"10.1111/j.1945-1474.2008.tb01157.x","title":"Interdisciplinary Analysis of Chemotherapy Preparation at a Pediatric Hospital","year":2008,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Pharmacy; Pediatric oncology; Chemotherapy; Hematology; Drug; Intensive care medicine; Internal medicine; Oncology; Family medicine; Pharmacology; Cancer","authors":[{"name":"Paul Intrevado","is_ca":true},{"name":"Heather A. Jackson","is_ca":false},{"name":"Matthew Kelm","is_ca":false},{"name":"Steven R. Abel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1532783466685244,"gpt":0.5378839533110771,"spread":0.3846056066425526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009531769,0.00009287686,0.0004852652,0.0001285832,0.0004169096,0.000005376893,0.00005477179,0.0000680172,0.00009369596],"category_scores_gemma":[0.0001941464,0.00006965117,0.000403641,0.0004253446,0.00004208751,0.000107404,0.00004713949,0.0002168002,0.000002203845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202761,"about_ca_system_score_gemma":0.0001067299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000652592,"about_ca_topic_score_gemma":0.0000534569,"domain_scores_codex":[0.9985783,0.0001331765,0.0006350463,0.0001500331,0.0003078625,0.0001955481],"domain_scores_gemma":[0.9984562,0.0003342428,0.0005124198,0.0001342864,0.0003489467,0.0002138365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01253162,0.001120014,0.9445093,0.001020051,0.002973726,0.00003433828,0.0139811,0.00001952844,0.0002420912,0.0001937106,0.01294902,0.01042546],"study_design_scores_gemma":[0.001993287,0.002454094,0.9812458,0.00002085562,0.001503592,0.0001149272,0.0008559185,0.000575731,0.0002708187,0.00039344,0.01042151,0.0001500136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711585,0.002052635,0.0003629205,0.02556582,0.0002877123,0.0003125263,0.00003743891,0.00001218879,0.000210243],"genre_scores_gemma":[0.9946483,0.00336118,0.0004757738,0.0007535319,0.0004478686,0.0000103408,0.00001872559,0.000007639996,0.0002766163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03673648,"threshold_uncertainty_score":0.3206574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032596359","doi":"10.1111/j.1945-1474.2008.tb01132.x","title":"Pediatric Healthcare Quality: A Novel Approach to Lifelong Child Health Research","year":2008,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Health care; Quality (philosophy); Child health; Psychology; Medicine; Nursing; Family medicine; Political science","authors":[{"name":"Kim Nagel","is_ca":true},{"name":"Sarah J. Robinson","is_ca":true},{"name":"Peter Rosenbaum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4696353991242556,"gpt":0.5386098025585463,"spread":0.06897440343429073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03834489,0.0007039184,0.002590887,0.001296662,0.004332117,0.0001386142,0.0008161881,0.0005795595,0.00002007371],"category_scores_gemma":[0.00644346,0.0006694123,0.0009274185,0.0025743,0.0002548202,0.000360459,0.0002571609,0.004625972,0.00005755049],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002834399,"about_ca_system_score_gemma":0.008435608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02267067,"about_ca_topic_score_gemma":0.002236561,"domain_scores_codex":[0.9811359,0.004613393,0.004710907,0.00160046,0.004901531,0.003037815],"domain_scores_gemma":[0.9858074,0.001836183,0.001534131,0.00173059,0.003621812,0.005469915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01722061,0.01370317,0.3592248,0.06043658,0.001008455,0.0001558757,0.1614757,0.00008513674,0.0001062804,0.05930117,0.2912371,0.03604511],"study_design_scores_gemma":[0.01259416,0.007912402,0.8454622,0.001525684,0.00008444292,0.005656557,0.02272115,0.00005593598,0.00006512172,0.002420349,0.09976429,0.001737682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4349385,0.01035587,0.008968432,0.535875,0.002339605,0.005665623,0.0007549223,0.0003295172,0.0007726288],"genre_scores_gemma":[0.8751898,0.003128377,0.02566977,0.08164212,0.01261837,0.0003785052,0.0002752593,0.000248169,0.0008495895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4862374,"threshold_uncertainty_score":0.9995757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382631011","doi":"10.1097/jhq.0000000000000385","title":"Assessing Factors Influencing Commitment to a Disparities Reduction Intervention: Social Justice Attitudes and Organizational Mission","year":2023,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cargill (Canada)","funders":"Agency for Healthcare Research and Quality; U.S. Department of Health and Human Services; National Institutes of Health; National Heart, Lung, and Blood Institute; Australian Government; Patient-Centered Outcomes Research Institute; Johns Hopkins University","keywords":"Disadvantaged; Cultural competence; Nursing; Competence (human resources); Psychological intervention; Health care; Qualitative research; Psychology; Medicine; Political science; Social psychology; Sociology","authors":[{"name":"Jill A. Marsteller","is_ca":true},{"name":"Yea‐Jen Hsu","is_ca":false},{"name":"Kristina Weeks","is_ca":false},{"name":"Modupe Oduwole","is_ca":false},{"name":"Romsai T. Boonyasai","is_ca":true},{"name":"Gideon D. Avornu","is_ca":true},{"name":"Katherine B. Dietz","is_ca":true},{"name":"Zehui Zhou","is_ca":false},{"name":"Deven Brown","is_ca":false},{"name":"Anika L Hines","is_ca":true},{"name":"Suna Chung","is_ca":true},{"name":"Lisa H. Lubomski","is_ca":true},{"name":"Kathryn A. Carson","is_ca":true},{"name":"Chidinma A. Ibe","is_ca":true},{"name":"Lisa A. Cooper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2462952157470355,"gpt":0.5372999869485086,"spread":0.2910047712014731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002859068,0.0001154745,0.0002208291,0.0001192033,0.004827212,0.000417765,0.0001328545,0.0001205854,0.00003050931],"category_scores_gemma":[0.00160237,0.0001047898,0.00009240846,0.000515431,0.00007899699,0.0005915335,0.00005653407,0.0002898698,0.000003603587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009048423,"about_ca_system_score_gemma":0.0003857034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00350018,"about_ca_topic_score_gemma":0.001263597,"domain_scores_codex":[0.9974623,0.0007290085,0.0006029019,0.0002140054,0.0006007655,0.0003910555],"domain_scores_gemma":[0.9980435,0.000371362,0.0002931303,0.00006615288,0.000874757,0.00035114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000367214,0.000245143,0.2428549,0.008667692,0.0001319613,0.000008696646,0.51113,0.0001033338,0.0009964152,0.1580044,0.0322849,0.04520529],"study_design_scores_gemma":[0.0003933681,0.0001620283,0.6775956,0.0005549792,0.00003905703,0.00001048372,0.2895884,0.00001444305,0.00005968588,0.008181316,0.02311523,0.0002854519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298972,0.0001642998,0.0001490551,0.06637301,0.00280021,0.0004217888,0.00003138297,0.0001096873,0.00005334621],"genre_scores_gemma":[0.9969179,0.0000880199,0.0004575643,0.0005738551,0.001629981,0.0000122287,0.00003776264,0.00001265093,0.0002700376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4347407,"threshold_uncertainty_score":0.9964684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050462323","doi":"10.1111/j.1945-1474.2005.tb00553.x","title":"Canada: An External Quality Review Process—The Wellspring Model","year":2005,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"CARE Canada; Hospital for Sick Children; Cancer Care Ontario","funders":"","keywords":"Process (computing); Quality (philosophy); Business; Coping (psychology); Public relations; Process management; Center (category theory); Psychology; Political science; Computer science","authors":[{"name":"Esther Green","is_ca":true},{"name":"Eunice Gorman","is_ca":true},{"name":"Karen H. Bartlett","is_ca":true},{"name":"Laura Brooks","is_ca":true},{"name":"Cynthia B. Struthers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5830080984418429,"gpt":0.6533193612613051,"spread":0.0703112628194622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01442325,0.0001829974,0.0005701957,0.00003041876,0.0004895505,0.00003943596,0.0002325674,0.00008129287,0.00008621046],"category_scores_gemma":[0.007003773,0.00012791,0.0002048135,0.0001356779,0.00003586738,0.0004268672,0.00002733875,0.0009588133,0.000004169054],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009841229,"about_ca_system_score_gemma":0.006299463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2495877,"about_ca_topic_score_gemma":0.5460683,"domain_scores_codex":[0.994514,0.0007488701,0.002906519,0.00030512,0.001077275,0.0004482529],"domain_scores_gemma":[0.9950876,0.0009857998,0.001361485,0.0005072104,0.001428745,0.0006291298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003156066,0.0008425867,0.01950016,0.01698145,0.0001947206,0.00002522636,0.001196105,0.001281041,0.0004074646,0.005246666,0.06344572,0.8877228],"study_design_scores_gemma":[0.01656715,0.002550085,0.2362938,0.01205173,0.001735311,0.002999424,0.010355,0.06880401,0.0007937164,0.02713773,0.6184478,0.002264318],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3512153,0.00850828,0.01895555,0.6186283,0.0006109827,0.001803233,0.0001249027,0.00004297425,0.0001105277],"genre_scores_gemma":[0.8462713,0.003286612,0.01036285,0.1374929,0.002127819,0.00005136308,0.00003874574,0.00003525725,0.0003331559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8854585,"threshold_uncertainty_score":0.9993339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057637429","doi":"10.1111/j.1945-1474.2005.tb00551.x","title":"Canada: Agreement Between Patient and Proxy Information About Colorectal Cancer Therapies","year":2005,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Cancer Foundation; Alberta Health Services","funders":"Medical Research Council; Health Research Board","keywords":"Proxy (statistics); Demographics; Colorectal cancer; Medicine; Health care; Family medicine; Cancer; Internal medicine; Computer science; Demography","authors":[{"name":"David Johnston","is_ca":true},{"name":"Suzanne Tough","is_ca":true},{"name":"Marja J. Verhoef","is_ca":true},{"name":"Heather Bryant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07251325668191916,"gpt":0.4187873732414186,"spread":0.3462741165594995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005016843,0.0001183937,0.0003113894,0.00004949763,0.0003669645,0.00001563266,0.00003806451,0.00001352339,0.0000521026],"category_scores_gemma":[0.00009478939,0.0000838314,0.0000480512,0.00005064826,0.00003952536,0.0001623236,0.00002484236,0.0002139886,4.825595e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005938596,"about_ca_system_score_gemma":0.0006653483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2339009,"about_ca_topic_score_gemma":0.3426123,"domain_scores_codex":[0.9985694,0.00007742924,0.0006150782,0.00009394326,0.0004005739,0.0002435318],"domain_scores_gemma":[0.998947,0.0001285877,0.0002946043,0.00005926607,0.0003640543,0.0002064803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003110616,0.00002528047,0.4253676,0.0003109426,0.0001923361,0.00000151077,0.004628485,0.000001250904,0.00001615073,0.0002031926,0.004597867,0.5643443],"study_design_scores_gemma":[0.001389168,0.000928701,0.6800404,0.0001675993,0.00004132229,0.00001757259,0.004106554,0.00002053247,0.0002694936,0.0001069937,0.3128232,0.00008853876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190128,0.002207305,0.0001130295,0.0772521,0.000371851,0.0006954542,0.0002709339,0.000007713803,0.00006876566],"genre_scores_gemma":[0.994419,0.0005236776,0.0003548834,0.003492648,0.001041332,0.00005611798,0.00003955153,0.000004696955,0.00006805861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5642558,"threshold_uncertainty_score":0.7712006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2363287782","doi":"10.1097/01.jhq.0000462686.55382","title":"Optimizing Surgical Capacity for a Rural Hospital Through Monte Carlo Simulation","year":2018,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Duration (music); Revenue; Monte Carlo method; Service (business); Operations management; Process (computing); Computer science; Operations research; Business; Medicine; Medical emergency; Engineering; Statistics; Marketing; Mathematics; Finance","authors":[{"name":"Rachel Ozer","is_ca":false},{"name":"Gregory Richards","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2641250671590826,"gpt":0.5556307034371205,"spread":0.2915056362780379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005068501,0.0002764985,0.0006187825,0.0001032601,0.00570689,0.0000823968,0.0002053835,0.0005550201,0.00007906533],"category_scores_gemma":[0.001851916,0.0002402305,0.0003139212,0.0002678264,0.0001084179,0.0006532731,0.00004110553,0.0009939155,0.00001934012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008220895,"about_ca_system_score_gemma":0.001137567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002325521,"about_ca_topic_score_gemma":0.001174827,"domain_scores_codex":[0.9947756,0.001412637,0.001935872,0.0003883929,0.0004400709,0.001047406],"domain_scores_gemma":[0.9922548,0.001888025,0.0008967289,0.0003675885,0.004122559,0.0004703151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02185074,0.002165062,0.05266383,0.01255854,0.0008505259,0.00002968466,0.393565,0.2168237,0.0001995663,0.1573445,0.03470396,0.1072449],"study_design_scores_gemma":[0.01453686,0.006560099,0.01005892,0.001791862,0.0001441615,0.0000488748,0.03844781,0.5435728,0.000050332,0.01368265,0.3692954,0.001810195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.718424,0.0002778882,0.2439043,0.02802578,0.005034201,0.003623425,0.0003892051,0.0001432552,0.0001779256],"genre_scores_gemma":[0.8816296,0.00009141207,0.1113784,0.001799561,0.004152023,0.0003206436,0.00005917582,0.00005805535,0.0005111786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3551172,"threshold_uncertainty_score":0.9955875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411716862","doi":"10.1097/jhq.0000000000000483","title":"Time Allocated to Nursing Tasks on Hospital Units Caring for Older Patients","year":2025,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Nursing education and management","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Toileting; Staffing; Activities of daily living; Medicine; Documentation; Nursing; Skill mix; Nursing care; Gerontological nursing; Long-term care; Nursing staff; Health care; Physical therapy","authors":[{"name":"Emily Hollingsworth","is_ca":true},{"name":"Jason Slagle","is_ca":true},{"name":"Lucy Wilson","is_ca":true},{"name":"John F. Schnelle","is_ca":true},{"name":"Jennifer Kim","is_ca":true},{"name":"Sandra F. Simmons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05434330106444062,"gpt":0.4307912718387564,"spread":0.3764479707743158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008941737,0.0001911142,0.00029974,0.0003067592,0.0007569506,0.0001268351,0.000204565,0.0001116179,0.000009324529],"category_scores_gemma":[0.0009168773,0.0001906996,0.0001258381,0.0003960822,0.00002988731,0.0001140793,0.00001574188,0.0002623363,0.00001323006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298166,"about_ca_system_score_gemma":0.000203893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001434881,"about_ca_topic_score_gemma":0.00003029056,"domain_scores_codex":[0.9980164,0.000195896,0.0006386012,0.0003340947,0.0002880184,0.0005270479],"domain_scores_gemma":[0.9978772,0.0003067671,0.0002520753,0.0002730566,0.001006061,0.0002848477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001776221,0.001155579,0.001282066,0.0007313199,0.00008027956,4.155911e-7,0.01052043,0.00008458774,0.00006716852,0.004585532,0.5768801,0.4028363],"study_design_scores_gemma":[0.01230758,0.007418357,0.3312473,0.011467,0.0003650466,0.000004477934,0.01559578,0.0007551684,0.003526389,0.01997128,0.5956455,0.001696057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.744989,0.0001049228,0.002853612,0.2107514,0.03700652,0.003329412,0.0001043091,0.0001410501,0.0007197562],"genre_scores_gemma":[0.9804935,0.00000300337,0.001194611,0.01153825,0.0005309639,0.0001039662,0.0001235741,0.00004467499,0.005967477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4011403,"threshold_uncertainty_score":0.7776504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057899437","doi":"10.1111/j.1945-1474.2000.tb00308.x","title":"Clinical Practice Guideline for Managing Acute Urinary Tract Infections in Adult Females in Saudi Arabia","year":2000,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; HEC Montréal","funders":"","keywords":"Guideline; Urinary system; Medicine; Dipstick; Intensive care medicine; Clinical Practice; Family medicine; Internal medicine; Pathology","authors":[{"name":"George Zajac","is_ca":true},{"name":"Maria Skeoch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1412344555717662,"gpt":0.5262568012168973,"spread":0.3850223456451311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008326828,0.0002509131,0.0007253576,0.0004826355,0.0003522654,0.00005266823,0.0001346286,0.0002305246,0.0001077654],"category_scores_gemma":[0.002512038,0.0002422902,0.0004382042,0.0005127941,0.00005460325,0.0006137429,0.00002670365,0.00131128,0.00001896679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007878887,"about_ca_system_score_gemma":0.000387723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265677,"about_ca_topic_score_gemma":0.0008408259,"domain_scores_codex":[0.9948823,0.0007110679,0.002947502,0.0004590696,0.0003759263,0.000624115],"domain_scores_gemma":[0.9962718,0.001575559,0.000649685,0.0004341178,0.0007191346,0.0003496676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01528993,0.05987128,0.4631642,0.002466623,0.0007132217,0.00146888,0.001294325,0.0008625839,0.000009570575,0.006354433,0.02058218,0.4279228],"study_design_scores_gemma":[0.01053767,0.01781377,0.4301463,0.0008890834,0.0004039347,0.006168722,0.001832766,0.001616511,0.00000375782,0.005724723,0.5243785,0.0004842617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8060169,0.0005561884,0.005000181,0.1812161,0.001221339,0.00283885,0.00006535626,0.00009953597,0.002985656],"genre_scores_gemma":[0.9148252,0.006850764,0.05568323,0.01828686,0.001776721,0.0004620962,0.0001303254,0.00008869913,0.001896119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5037963,"threshold_uncertainty_score":0.988031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1573232122","doi":"10.1111/j.1945-1474.2011.00152.x","title":"How do Allied Health Professionals Evaluate New Models of Care? What Are We Measuring and Why?","year":2011,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Victoria Park","funders":"","keywords":"Health care; Psychological intervention; Outcome (game theory); Quality (philosophy); Medicine; MEDLINE; Nursing; Patient satisfaction; Family medicine; Psychology","authors":[{"name":"Tracy Comans","is_ca":false},{"name":"Linda Cartmill","is_ca":true},{"name":"Susan Ash","is_ca":true},{"name":"Lorraine Sheppard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5563216442670451,"gpt":0.5484268216371976,"spread":0.007894822629847531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008537842,0.0004332706,0.001671992,0.0003003911,0.00233116,0.00007445971,0.0004335511,0.0005037324,0.00008891043],"category_scores_gemma":[0.0004885173,0.0003457904,0.0003403318,0.0002483393,0.00008120557,0.001524933,0.000202571,0.001786462,0.000004314625],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506584,"about_ca_system_score_gemma":0.009841919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003089044,"about_ca_topic_score_gemma":0.004236046,"domain_scores_codex":[0.9906866,0.003591113,0.002533071,0.0005945786,0.00112972,0.00146491],"domain_scores_gemma":[0.9913528,0.001090488,0.003291644,0.0006572679,0.002011909,0.001595907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006433027,0.0004832807,0.04835296,0.06636877,0.0004237895,0.00001982363,0.3153433,0.00001040972,0.00005582624,0.04463248,0.1967227,0.3211536],"study_design_scores_gemma":[0.0121777,0.002805184,0.06416059,0.01836697,0.0001938,0.00007540703,0.4981399,0.00009104161,0.0001706108,0.269475,0.1327625,0.001581272],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08384847,0.172521,0.006444438,0.7200064,0.00891508,0.006967082,0.000371817,0.0001993938,0.0007262663],"genre_scores_gemma":[0.7633482,0.07886001,0.0182513,0.1320204,0.002781822,0.0004511185,0.00008003055,0.0002582604,0.003948903],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6794997,"threshold_uncertainty_score":0.9998994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416292535","doi":"10.1097/jhq.0000000000000511","title":"Standardizing Inventory Reduces Reprocessing Time and Costs Through Worker Task Familiarity in Medical Devices","year":2025,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Task (project management); MEDLINE; Task analysis; Patient safety","authors":[{"name":"Gurjovan Sahi","is_ca":false},{"name":"Jin Du","is_ca":false},{"name":"Aazad Abbas","is_ca":false},{"name":"Ajay Shah","is_ca":false},{"name":"Johnathan R. Lex","is_ca":false},{"name":"Albert Yee","is_ca":false},{"name":"Jérémie Larouche","is_ca":false},{"name":"Jay Toor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04495218224645904,"gpt":0.4273430693347611,"spread":0.3823908870883021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003501334,0.0001210429,0.0003560561,0.0001046862,0.0004504692,0.00004576266,0.0001032294,0.0003770048,0.0001286402],"category_scores_gemma":[0.002037264,0.0001013687,0.00006590904,0.0002484488,0.0001659078,0.0002024903,0.000049586,0.0006040698,0.000006802783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147205,"about_ca_system_score_gemma":0.0006063182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004635366,"about_ca_topic_score_gemma":0.0009081593,"domain_scores_codex":[0.9977013,0.0008632577,0.0007522402,0.0002722162,0.0001214338,0.0002895408],"domain_scores_gemma":[0.9989865,0.0003680716,0.0002356174,0.0001128322,0.0002126407,0.00008429008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004044234,0.0006254475,0.238837,0.002432336,0.000360997,0.0000299455,0.006256985,0.000003807863,0.007899601,0.01426233,0.03324851,0.6919988],"study_design_scores_gemma":[0.01653616,0.000780232,0.2998081,0.01301417,0.0001677994,0.0005863583,0.01630071,0.0004624205,0.004049995,0.0267825,0.6202545,0.001257077],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539707,0.0195034,0.003556273,0.01802169,0.003217984,0.0003331793,0.00002855258,0.00005428648,0.001313913],"genre_scores_gemma":[0.9932603,0.0007185155,0.0001017229,0.005219976,0.0001073464,0.00001178169,0.00004810685,0.000007462986,0.000524778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6907417,"threshold_uncertainty_score":0.4133697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292978391","doi":"10.1097/jhq.0000000000000361","title":"Patient Characteristics and Positive Outcomes Associated With a Novel Youth Inpatient Program for Concurrent Disorders","year":2022,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Mental health; Population; Unit (ring theory); Quality of life (healthcare); Psychiatry; Public health; Health care; Psychology; Nursing; Environmental health","authors":[{"name":"Luc Saulnier","is_ca":false},{"name":"Kamyar Keramatian","is_ca":false},{"name":"Jordan J. Cohen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06564802481333898,"gpt":0.3909465056815331,"spread":0.3252984808681941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006530277,0.0001798001,0.0003444096,0.00005962832,0.001057862,0.00004402096,0.00007863566,0.00005506383,0.00002281692],"category_scores_gemma":[0.00007682557,0.0001418103,0.0001509993,0.0001014563,0.00004825174,0.00004087912,0.00003926631,0.0003493173,2.935301e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776516,"about_ca_system_score_gemma":0.0001463623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001135259,"about_ca_topic_score_gemma":0.0001023213,"domain_scores_codex":[0.9981659,0.0002082587,0.0005992164,0.0002794362,0.0003518356,0.0003953547],"domain_scores_gemma":[0.9987221,0.0001953918,0.0005541494,0.00007724985,0.0002434761,0.0002076824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003243199,0.009575187,0.3229255,0.0003121348,0.0009393155,0.000003824912,0.06493268,0.00000410999,0.00000442831,0.02823047,0.002675481,0.5671536],"study_design_scores_gemma":[0.003437964,0.003294637,0.9699077,0.0001195883,0.00004416086,0.00001061867,0.00968086,0.00001213037,5.443317e-7,0.0009526479,0.01226373,0.0002754274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729013,0.00016668,0.001011336,0.01243173,0.003757509,0.002220198,0.007419657,0.00004056078,0.00005100965],"genre_scores_gemma":[0.9961361,0.00001860967,0.0001699397,0.002217145,0.0001149025,0.0003086649,0.0008564533,0.000021093,0.0001570892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6469822,"threshold_uncertainty_score":0.8136326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965950139","doi":"10.1111/j.1945-1474.2006.tb00611.x","title":"Improving Behavioral Health Satisfaction Assessment: Measuring Patients' Perceptions","year":2006,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Peter's Hospital; Providence Health Care","funders":"","keywords":"Ranking (information retrieval); Perception; Government (linguistics); Health care; Patient satisfaction; Order (exchange); Psychology; Service (business); Applied psychology; Focus group; Institution; Key (lock); Public relations; Medicine; Nursing; Computer science; Business; Marketing; Political science; Computer security","authors":[{"name":"Pamela A. Carroll-Solomon","is_ca":true},{"name":"Diane Denny","is_ca":true},{"name":"Trenya Garner","is_ca":true},{"name":"Judy Aitkenhead","is_ca":true},{"name":"Sheryl Brown","is_ca":true},{"name":"Mary Anne Foley","is_ca":true},{"name":"Daniel H. van Leeuwen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.12900009210387,"gpt":0.4984625839151513,"spread":0.3694624918112813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005512804,0.0001492754,0.0003301962,0.0001286735,0.003535923,0.0001844904,0.0001627683,0.0002025001,0.00005576425],"category_scores_gemma":[0.0000980633,0.0001515022,0.0002370542,0.0001951149,0.0001242447,0.000380934,0.0000147661,0.0005236008,0.00000618046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347656,"about_ca_system_score_gemma":0.0009032846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.410613,"about_ca_topic_score_gemma":0.2339564,"domain_scores_codex":[0.9956168,0.001681058,0.001010769,0.0002992165,0.0006992318,0.0006929408],"domain_scores_gemma":[0.9978828,0.0001561866,0.0007433436,0.0001940536,0.0006466699,0.0003769305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005903233,0.0003451015,0.8574497,0.0001428917,0.00001021004,7.668318e-7,0.01098063,0.000005219745,0.00003467643,0.02361933,0.008801389,0.09855102],"study_design_scores_gemma":[0.0007035285,0.0003082209,0.9721429,0.00003377612,0.00001105854,0.000004613805,0.01091676,0.000004004488,0.000001145221,0.009295052,0.006393095,0.0001858903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96679,0.0003164193,0.006655887,0.02087123,0.003601101,0.0007018027,0.00008443703,0.00009301989,0.000886147],"genre_scores_gemma":[0.9945883,0.0001316027,0.002180975,0.001160557,0.001631031,0.00003020077,0.00004090348,0.00001885154,0.0002175348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1766566,"threshold_uncertainty_score":0.9977613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415146563","doi":"10.1097/jhq.0000000000000500","title":"Implementation of a Cardiopsychiatry Clinic for Cardiovascular Primary Prevention in Individuals with Severe Mental Illness","year":2025,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Mental illness; Primary care; Primary prevention; MEDLINE; Bipolar illness","authors":[{"name":"Marina Delli Colli","is_ca":true},{"name":"Soham Rej","is_ca":true},{"name":"Daniel Frank","is_ca":true},{"name":"Kyle T. Greenway","is_ca":true},{"name":"Michael Goldfarb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06047392549654394,"gpt":0.4678441330184931,"spread":0.4073702075219492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003134618,0.0001314591,0.0006459312,0.0002270466,0.0001744952,0.00001607,0.00007095551,0.00009086639,0.00001217408],"category_scores_gemma":[0.00006684312,0.000101087,0.0006736857,0.0002483605,0.00002938364,0.0001006126,0.00001950424,0.0002289062,4.119824e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005626568,"about_ca_system_score_gemma":0.002041233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005912947,"about_ca_topic_score_gemma":0.001181878,"domain_scores_codex":[0.9977781,0.0003477131,0.0008095279,0.0002398772,0.0005126446,0.0003121344],"domain_scores_gemma":[0.9988417,0.000157343,0.0002605936,0.0002478303,0.0003449999,0.0001475224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0168903,0.0004925922,0.7158703,0.004184877,0.003357114,0.000006315754,0.000727233,0.000005059677,0.00001769099,0.001226804,0.0007917797,0.25643],"study_design_scores_gemma":[0.03162241,0.002719752,0.9460378,0.0007572223,0.0005148755,0.0001179587,0.006830235,0.000002829106,0.0002888036,0.008940442,0.002021363,0.0001462663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839746,0.004125911,0.002023983,0.005519561,0.0003848188,0.00361731,0.0003004792,0.00001091333,0.00004246608],"genre_scores_gemma":[0.9866218,0.0004078414,0.01178345,0.0002130612,0.000146762,0.000409721,0.0002490616,0.00001591415,0.0001524174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2562837,"threshold_uncertainty_score":0.4122207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}