{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1023,"total_is_capped":false,"direct_labels_cover":8,"predictions_cover":1023,"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"},"query_hash":"8477a895c52e","filters":{"topic":"Patient Satisfaction in Healthcare"}},"results":[{"id":"W2140891189","doi":"10.1016/j.ijmedinf.2014.10.001","title":"Dashboards for improving patient care: Review of the literature","year":2014,"lang":"en","type":"review","venue":"International Journal of Medical Informatics","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":445,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"CINAHL; MEDLINE; Citation; Health care; Quality (philosophy); Evidence-based medicine; Cochrane Library; Digital library; Computer science; Medicine; Systematic review; World Wide Web; Nursing; Psychological intervention","retraction":null,"screen_n_in":null,"score":{"opus":0.07284004176882894,"gpt":0.5055033773268041,"spread":0.4326633355579751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002131221,0.0002744647,0.00155768,0.0002697833,0.0001581299,0.00001575912,0.001705333,0.0007149181,0.000208808],"category_scores_gemma":[0.008064311,0.0001489436,0.00096741,0.0002342335,0.00008111333,0.0002036803,0.0003771306,0.002515787,0.00001577581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006898732,"about_ca_system_score_gemma":0.00386095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001008129,"about_ca_topic_score_gemma":0.000003934816,"domain_scores_codex":[0.9901631,0.0006349831,0.005545752,0.00008443541,0.003303238,0.0002684935],"domain_scores_gemma":[0.984285,0.001820061,0.009218967,0.0003599458,0.004068893,0.000247139],"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":[0.000007232345,0.000007469313,0.00002725421,0.3039154,0.0001130552,0.000001438653,0.001952783,4.019309e-7,3.728676e-9,0.0003182279,0.0132055,0.6804513],"study_design_scores_gemma":[0.0002712227,0.00008646416,0.000002088122,0.3796675,0.0001743455,0.0000579601,0.0003730395,0.00002384663,1.337853e-7,0.00002530478,0.6192434,0.00007470695],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009663365,0.9825375,0.001130971,0.001008183,0.01304148,0.001492692,0.0003857718,0.000009031176,0.0003846698],"genre_scores_gemma":[0.00002112141,0.9929793,0.00126363,0.004137878,0.001304135,0.0001014501,0.0001313016,0.00002798559,0.00003317911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6803766,"threshold_uncertainty_score":0.9997854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902199828","doi":"","title":"What are the most common conditions in primary care? Systematic review.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":417,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Depression (economics); Pneumonia; Respiratory tract infections; Otitis; Anxiety; Common cold; MEDLINE; Family medicine; Intensive care medicine; Pediatrics; Physical therapy; Internal medicine; Psychiatry; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.0811614330623739,"gpt":0.3977554888482,"spread":0.3165940557858261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087868,0.000143764,0.0005069106,0.0001021202,0.0008507622,0.00001694513,0.0002623968,0.0001337671,0.0001079606],"category_scores_gemma":[0.0006814263,0.00009871714,0.00005020053,0.0004754375,0.0001153952,0.0003414724,0.0001021552,0.0005836991,0.0004892909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008740886,"about_ca_system_score_gemma":0.0001378936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002698992,"about_ca_topic_score_gemma":0.002381692,"domain_scores_codex":[0.9960923,0.001820811,0.0009617275,0.0002315494,0.0003277196,0.0005658868],"domain_scores_gemma":[0.9972265,0.0009772551,0.0005833209,0.0007414974,0.000331759,0.0001397154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001055782,0.00001497629,0.6697768,0.3107996,0.00001893215,0.000003246626,0.003466275,3.894711e-7,2.865203e-7,0.000305363,0.01469542,0.0009081884],"study_design_scores_gemma":[0.0002576278,0.000009713127,0.9346593,0.05535406,0.00004994017,0.000002241858,0.008608065,0.000002956531,0.000001636022,0.0001450351,0.0008041594,0.0001052448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.682871,0.1115192,0.00001845531,0.04680066,0.02141641,0.08446763,0.0005587108,0.0007156667,0.05163221],"genre_scores_gemma":[0.9412092,0.002640558,0.000005977919,0.02095072,0.0002295622,0.0341883,0.0001182711,0.00002600391,0.0006314148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2648825,"threshold_uncertainty_score":0.6543461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081633864","doi":"10.1097/00007632-200012150-00012","title":"The Characteristics of Patient Satisfaction Measures","year":2000,"lang":"en","type":"review","venue":"Spine","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":398,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Patient satisfaction; Popularity; Psychological intervention; Perception; Applied psychology; Nursing; Social psychology; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.1298369548041277,"gpt":0.4599704593123301,"spread":0.3301335045082024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004366235,0.0003253957,0.001259418,0.0001375039,0.0008895154,0.00000569121,0.000167167,0.0004951257,0.0005661382],"category_scores_gemma":[0.0003954898,0.0002038932,0.0002629304,0.00029179,0.00008195642,0.00004750637,0.00006659437,0.001233755,0.0005702046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004114037,"about_ca_system_score_gemma":0.0008348166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004350193,"about_ca_topic_score_gemma":0.0001990105,"domain_scores_codex":[0.9955033,0.001258537,0.002011877,0.0002903928,0.0004797252,0.0004561594],"domain_scores_gemma":[0.9965307,0.0005507622,0.001836936,0.0007078153,0.0002544639,0.0001193166],"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":[0.00000774249,0.000004822442,0.002334753,0.01097411,0.00004707458,7.549049e-7,0.000142149,8.151102e-8,4.54513e-8,0.0002221064,0.001356733,0.9849097],"study_design_scores_gemma":[0.00008051645,0.0000865301,0.01405463,0.01297912,0.0001455953,0.000002209932,0.00005761441,4.783876e-7,8.68642e-8,0.0000529498,0.9723811,0.0001591427],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000215164,0.9918314,0.000008268539,0.00007403868,0.00346176,0.002317073,0.0002866616,0.0000742191,0.001731435],"genre_scores_gemma":[0.0003127762,0.9977039,0.00004400052,0.00005913589,0.0004056064,0.000629255,0.0001257898,0.00006236868,0.0006572105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9847505,"threshold_uncertainty_score":0.8314521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095992711","doi":"10.1186/1748-5908-5-2","title":"Overview of a formal scoping review on health system report cards","year":2010,"lang":"en","type":"article","venue":"Implementation Science","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":291,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Economics; University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale","keywords":"Grey literature; Stakeholder; Inclusion (mineral); Health informatics; Health services research; Medicine; Systematic review; MEDLINE; Medical education; Public health; Nursing; Psychology; Public relations; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.3993812092966149,"gpt":0.658384005912248,"spread":0.2590027966156331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007217177,0.0001079688,0.0003350004,0.0002016263,0.001343325,0.000007347534,0.0002316404,0.00003933406,0.0004941204],"category_scores_gemma":[0.0005324231,0.00009479562,0.00004670695,0.0008578987,0.000113081,0.0005398531,0.000110517,0.0003381777,0.00007201847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004146534,"about_ca_system_score_gemma":0.003816807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779152,"about_ca_topic_score_gemma":0.001920596,"domain_scores_codex":[0.9960358,0.0003076213,0.00159844,0.0003507589,0.001058668,0.0006487042],"domain_scores_gemma":[0.9967871,0.0002624536,0.001545443,0.0005607577,0.000618218,0.0002260426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000265764,0.00002722793,0.7103173,0.1153056,0.00001111615,0.000008839932,0.004805145,0.000003336399,0.001850101,0.05090335,0.007064152,0.1096773],"study_design_scores_gemma":[0.002084122,0.0006402663,0.783687,0.1872787,0.00003215531,0.0001154353,0.01312052,0.0001003522,0.00198667,0.000141786,0.01028736,0.0005256943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318219,0.005105511,0.002388469,0.01427384,0.01235223,0.0199624,0.0003461257,0.0004307782,0.01331868],"genre_scores_gemma":[0.9924037,0.001136036,0.001511858,0.004221521,0.000101236,0.0005449428,0.00003548615,0.00001267438,0.00003255512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1091516,"threshold_uncertainty_score":0.9999568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998777043","doi":"10.1001/jama.2009.1731","title":"Effectiveness of Public Report Cards for Improving the Quality of Cardiac Care","year":2009,"lang":"en","type":"article","venue":"JAMA","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":258,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Quality (philosophy); Intensive care medicine; Quality management; Medical emergency; Operations management","retraction":null,"screen_n_in":null,"score":{"opus":0.1147536674476072,"gpt":0.4757744227882282,"spread":0.361020755340621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00456219,0.0001059306,0.0004407474,0.00006714416,0.000382699,0.000003711083,0.0001482683,0.0002161069,0.00001153829],"category_scores_gemma":[0.00418025,0.00007755261,0.0001819778,0.000203297,0.00005019428,0.0001252007,0.00004489676,0.0003374895,0.000002249206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854603,"about_ca_system_score_gemma":0.0006477042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702904,"about_ca_topic_score_gemma":0.00007384991,"domain_scores_codex":[0.9960825,0.002109701,0.0009003438,0.0002319738,0.0003554517,0.0003200327],"domain_scores_gemma":[0.9943649,0.002446883,0.0008689605,0.0006473807,0.001596058,0.00007584873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001369635,0.000012529,0.9302441,0.005291857,0.00002749959,4.054932e-7,0.003197578,0.000004194588,0.003880382,0.003601313,0.0002567034,0.0533465],"study_design_scores_gemma":[0.000556409,0.0001400694,0.9903411,0.0001875254,0.00001906061,4.572003e-7,0.004569253,0.000007219561,0.00236268,0.0004597651,0.001282608,0.00007383743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920217,0.0005885596,0.0006063324,0.0007446795,0.001369115,0.002516726,0.0002785797,0.00004676505,0.001827519],"genre_scores_gemma":[0.9989618,0.000007650276,0.000265984,0.00008854907,0.0001830877,0.0003592578,0.00006728658,0.00001300027,0.00005337613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06009704,"threshold_uncertainty_score":0.5004452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153156864","doi":"10.2106/jbjs.n.00811","title":"Measuring Patient Satisfaction in Orthopaedic Surgery","year":2015,"lang":"en","type":"review","venue":"Journal of Bone and Joint Surgery","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":231,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Patient satisfaction; Psychological intervention; Context (archaeology); Reliability (semiconductor); Medicine; Construct validity; Psychology; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.351837360286005,"gpt":0.4250616693917008,"spread":0.07322430910569572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01001334,0.0004425786,0.005626454,0.003229456,0.0002646146,0.00001474667,0.00002479876,0.0006856203,0.000134019],"category_scores_gemma":[0.003413989,0.000352086,0.001264098,0.0006398236,0.00004733386,0.0004059902,0.00009037309,0.002675196,0.00006321321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162766,"about_ca_system_score_gemma":0.004514601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004468456,"about_ca_topic_score_gemma":0.0002049263,"domain_scores_codex":[0.9875982,0.003138307,0.00735291,0.0003140918,0.0009624177,0.0006340664],"domain_scores_gemma":[0.9856439,0.004817866,0.008061302,0.0002946419,0.0006755937,0.0005067533],"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":[0.00003212048,0.00001691126,0.220665,0.02299,0.00005653052,0.0001946871,0.0002693804,7.914832e-7,9.529396e-8,0.000002999463,0.01362355,0.7421479],"study_design_scores_gemma":[0.0002160618,0.00005449479,0.08729348,0.1181493,0.0002076601,0.0004775657,0.0004615596,9.834012e-7,9.55602e-8,0.0001003489,0.792645,0.0003933916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02710431,0.9652842,0.00000730511,0.0001382555,0.006607531,0.0006765266,0.00003047019,0.00002552579,0.0001259236],"genre_scores_gemma":[0.004128475,0.9947354,0.00004775723,0.0001151526,0.0007659108,0.00007610413,0.00001740285,0.00007342953,0.00004034083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7790215,"threshold_uncertainty_score":0.9998931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155820271","doi":"10.1177/0013916504272658","title":"Advantages and Disadvantages of Single-Versus Multiple-Occupancy Rooms in Acute Care Environments","year":2005,"lang":"en","type":"article","venue":"Environment and Behavior","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":192,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Occupancy; Flexibility (engineering); Health care; Acute care; Medicine; Medical emergency; Infection control; Control (management); Post-occupancy evaluation; Operations management; Business; Intensive care medicine; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.04722629735139913,"gpt":0.3847842420106261,"spread":0.337557944659227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008978939,0.0002110774,0.000297367,0.0001062638,0.0002319838,0.000003216297,0.00007237871,0.0001745792,0.0002857494],"category_scores_gemma":[0.00001722058,0.0002011301,0.00003302798,0.0000400942,0.0001475853,0.0002295718,0.0001602617,0.0003127453,0.00004309634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900955,"about_ca_system_score_gemma":0.00001175379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008448266,"about_ca_topic_score_gemma":0.0002124548,"domain_scores_codex":[0.9983044,0.0001585739,0.00053017,0.0003750046,0.0002517403,0.0003800906],"domain_scores_gemma":[0.9991537,0.0002246705,0.0002175459,0.0002540042,0.000004271273,0.0001457626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001258982,0.0001039079,0.9532228,0.00007400964,0.000008922278,0.000005571301,0.003116658,0.00000804991,0.007523085,0.000005866311,0.000009797744,0.0357955],"study_design_scores_gemma":[0.002706747,0.0002384132,0.9865766,0.00008094055,0.00009266214,0.000001152848,0.005158329,0.00001047846,0.001156887,0.000002235888,0.003788181,0.000187398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969297,0.001398347,0.00002489863,0.0001371638,0.000259402,0.0009477804,0.0001762654,0.00001955281,0.000106856],"genre_scores_gemma":[0.9958867,0.00202284,0.001263677,0.00004350959,0.00005631823,0.0002686163,0.000070946,0.00002730715,0.0003600992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03560811,"threshold_uncertainty_score":0.8201848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324584691","doi":"10.1097/00001786-200507000-00006","title":"A Psychometric Analysis of the Patient Satisfaction With Nursing Care Quality Questionnaire","year":2005,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":189,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Patient satisfaction; Nursing; Quality (philosophy); Nursing care; Medicine; MEDLINE; Sample (material); Family medicine; Patient care; Quality management; Operations management","retraction":null,"screen_n_in":null,"score":{"opus":0.1184240642267169,"gpt":0.5164027883199181,"spread":0.3979787240932012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260281,0.0002719117,0.0009297764,0.001050189,0.001024889,0.00001636301,0.0002286254,0.0003050072,0.00007766416],"category_scores_gemma":[0.0008744446,0.0001896544,0.0005078117,0.003286428,0.0002309142,0.0003976794,0.00001993199,0.001333635,0.000004236868],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005415394,"about_ca_system_score_gemma":0.0008916249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903307,"about_ca_topic_score_gemma":0.002970912,"domain_scores_codex":[0.9915279,0.003628736,0.002604543,0.0003262268,0.001445463,0.0004671864],"domain_scores_gemma":[0.9905988,0.0005831537,0.004557617,0.0007236047,0.003278348,0.000258454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003355065,0.00008617994,0.7751322,0.0002987905,0.0002152214,2.920874e-7,0.0665597,0.001560008,0.00004461886,0.0003005642,0.0002507679,0.1552161],"study_design_scores_gemma":[0.000774415,0.0002825548,0.8791683,0.00355846,0.0007594228,0.000006830547,0.1149057,0.00001876034,0.00007084162,0.0001156686,0.0001561419,0.0001828456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989289,0.002418142,0.00119206,0.002369849,0.003284533,0.0006050747,0.00008890108,0.00004130087,0.0007111454],"genre_scores_gemma":[0.9980329,0.00004024425,0.001167369,0.000263916,0.0004306371,0.00001310839,0.00001121048,0.00002823416,0.00001240503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1550333,"threshold_uncertainty_score":0.9984027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1764537409","doi":"10.1046/j.1369-6513.2003.00221.x","title":"Patient characteristics as predictors of primary health care preferences: a systematic literature analysis","year":2003,"lang":"en","type":"review","venue":"Health Expectations","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":163,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"PsycINFO; Health care; MEDLINE; Medicine; Family medicine; Primary health care; Primary care; Psychology; Population; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.09359576814560701,"gpt":0.4498706430696136,"spread":0.3562748749240066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005704174,0.0009534919,0.007716695,0.002336379,0.001805489,0.00003088472,0.0004169987,0.0009616992,0.0002347007],"category_scores_gemma":[0.0008186502,0.0007977564,0.001095616,0.004788357,0.00009256968,0.0001921196,0.0001140481,0.002247578,0.0002276929],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005216182,"about_ca_system_score_gemma":0.01673475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005640621,"about_ca_topic_score_gemma":0.0003928183,"domain_scores_codex":[0.9787052,0.01002133,0.007619541,0.001097012,0.001243695,0.001313204],"domain_scores_gemma":[0.9827651,0.00239556,0.01083822,0.001656648,0.001381496,0.000962971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007786624,0.00006947546,0.00143621,0.8674114,0.0009467021,0.000002766898,0.1085389,0.00000141225,3.191924e-9,0.0003379262,0.002122254,0.01912513],"study_design_scores_gemma":[0.0004994941,0.001164277,0.001304472,0.634789,0.003969874,0.00001763288,0.05720474,0.000005261328,1.951678e-8,0.00003285488,0.2999829,0.001029393],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000468492,0.9758626,0.0001065076,0.0001430599,0.002736111,0.01391108,0.006090859,0.0002256833,0.0008772048],"genre_scores_gemma":[0.0003054419,0.9773971,0.001001316,0.00132896,0.0002080351,0.007569431,0.01180371,0.0001438201,0.0002422094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2978607,"threshold_uncertainty_score":0.999494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103344471","doi":"10.1258/jhsrp.2011.011029","title":"Which Experiences of Health Care Delivery Matter to Service Users and Why? A Critical Interpretive Synthesis and Conceptual Map","year":2011,"lang":"en","type":"review","venue":"Journal of Health Services Research & Policy","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research; McMaster University","keywords":"Health care; Conceptual framework; Service delivery framework; Reciprocity (cultural anthropology); Psychology; Public relations; Nursing; Medicine; Knowledge management; Sociology; Service (business); Business; Computer science; Social psychology; Political science; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.2007203569448148,"gpt":0.5653295300859246,"spread":0.3646091731411097,"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":[0.006493177,0.0005979778,0.003723494,0.002482968,0.001545784,0.00005036691,0.0009705161,0.0006604092,0.0006140316],"category_scores_gemma":[0.001759054,0.0004766284,0.0001986247,0.001655403,0.0004531194,0.0005601064,0.0009347335,0.003428815,0.0001018913],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002431884,"about_ca_system_score_gemma":0.0160466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04482153,"about_ca_topic_score_gemma":0.004933165,"domain_scores_codex":[0.9767841,0.01453409,0.004537821,0.0007309152,0.00145144,0.001961638],"domain_scores_gemma":[0.9790155,0.0101303,0.003044042,0.0006551354,0.005239059,0.001915977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001985205,0.00004635699,0.003450925,0.25795,0.0001398379,0.000005010052,0.6186874,1.550687e-7,1.262059e-7,0.000290926,0.002953133,0.1162776],"study_design_scores_gemma":[0.0002046138,0.001447308,0.002137983,0.2090429,0.00006945651,0.00005863972,0.5454115,0.000002528707,4.446941e-7,0.00004841855,0.2412466,0.0003296418],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008846492,0.9725825,0.00001220391,0.01433116,0.0007696266,0.002820494,0.0004316743,0.00002018628,0.0001856405],"genre_scores_gemma":[0.03850433,0.9487348,0.0006271183,0.01078204,0.0005869665,0.0006267721,0.00001018924,0.000107095,0.00002073231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2382935,"threshold_uncertainty_score":0.9997686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286250326","doi":"10.1016/j.healthpol.2022.07.008","title":"The uses of Patient Reported Experience Measures in health systems: A systematic narrative review","year":2022,"lang":"en","type":"review","venue":"Health Policy","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":149,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Narrative; Macro; Macro level; Inclusion (mineral); Action (physics); Health care; Patient experience; Quality (philosophy); Systematic review; Process (computing); Psychology; Process management; Knowledge management; MEDLINE; Nursing; Medicine; Computer science; Business; Political science; Social psychology; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.4107613692792884,"gpt":0.5928191202786279,"spread":0.1820577509993395,"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":[0.01068527,0.0008076669,0.007279937,0.0009153056,0.00329785,0.00001453941,0.0007928371,0.0003687133,0.0000977274],"category_scores_gemma":[0.01225184,0.0005383782,0.0004962509,0.00316013,0.0001733591,0.0001268229,0.0003648319,0.002770441,0.00004670921],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009913573,"about_ca_system_score_gemma":0.03217533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06324134,"about_ca_topic_score_gemma":0.002203427,"domain_scores_codex":[0.9378928,0.04324187,0.01422197,0.0009462168,0.001815178,0.001881946],"domain_scores_gemma":[0.9684857,0.00723093,0.02085274,0.00231505,0.0004396619,0.0006759052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007329436,0.00003085675,0.0001493907,0.9077978,0.00007818938,0.000004772004,0.03210228,0.000002482206,8.510934e-10,0.001595954,0.006556093,0.05167482],"study_design_scores_gemma":[0.00009826923,0.0001828276,0.00001977853,0.4446003,0.00003559116,0.00003075247,0.01219336,0.000001635451,1.39759e-9,0.00001141114,0.5426489,0.0001771349],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007444233,0.9598103,0.000004436326,0.004205787,0.002545146,0.03281553,0.0002205005,0.0001290835,0.0002617365],"genre_scores_gemma":[0.00007136801,0.9608817,0.00001943574,0.004725868,0.0002066573,0.03358881,0.00009976032,0.0001237911,0.0002826458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5360928,"threshold_uncertainty_score":0.9997068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W153220121","doi":"","title":"Effects of physician gender on patient satisfaction.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":149,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Family medicine; Medicine; Psychosocial; Patient satisfaction; Primary care physician; Primary care; Nursing; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.06627671348465874,"gpt":0.347640759194078,"spread":0.2813640457094193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002191359,0.000137819,0.0002255921,0.0001253684,0.000319037,0.000001867626,0.00004508246,0.0001381907,0.000106241],"category_scores_gemma":[0.0005329711,0.0001257124,0.00006209323,0.0002223614,0.00003030997,0.00008275036,0.00001773185,0.0003974918,0.0001754483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985361,"about_ca_system_score_gemma":0.00008036084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001622419,"about_ca_topic_score_gemma":0.00002380364,"domain_scores_codex":[0.9976044,0.0008174365,0.0004626334,0.000240035,0.0003462303,0.0005292749],"domain_scores_gemma":[0.9982608,0.0008146812,0.0003352626,0.0002818263,0.0001315757,0.0001758855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005391808,0.0000623072,0.7830737,0.0007775307,0.00004121624,0.000002067652,0.001417503,0.00002664147,0.00004775564,0.01118323,0.004458491,0.1988557],"study_design_scores_gemma":[0.0005779676,0.00004641064,0.990487,0.00003260533,0.00001255764,2.124964e-7,0.000300748,0.000001461933,0.001857538,0.001260189,0.005317501,0.0001058207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444064,0.0001301305,0.0000681885,0.0001071638,0.002960658,0.003111455,0.00001611693,0.00009575541,0.04910407],"genre_scores_gemma":[0.9930351,0.00001984398,0.00007881923,0.001606304,0.00008034624,0.004935618,0.000002602888,0.00002620987,0.0002151908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074133,"threshold_uncertainty_score":0.5126401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167189949","doi":"10.1093/fampra/17.1.21","title":"Patient perception of quality following a visit to a doctor in a primary care unit","year":2000,"lang":"en","type":"article","venue":"Family Practice","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":135,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Cronbach's alpha; Medicine; Scale (ratio); Interpersonal communication; Quality (philosophy); Family medicine; Reliability (semiconductor); Patient satisfaction; Perception; Psychometrics; Unit (ring theory); Nursing; Clinical psychology; Psychology; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.1232600533629534,"gpt":0.4800476391713581,"spread":0.3567875858084048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009381742,0.0001712149,0.0003724718,0.0002112748,0.0003190435,0.000006411327,0.0001254804,0.0002201344,0.0006028097],"category_scores_gemma":[0.001049865,0.0001791344,0.00008558197,0.0006288675,0.00001649632,0.0006121417,0.0000748641,0.0007620793,0.0009804413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034583,"about_ca_system_score_gemma":0.0005272442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01230571,"about_ca_topic_score_gemma":0.0004322171,"domain_scores_codex":[0.9947664,0.002663781,0.001114212,0.0003874195,0.0006087908,0.0004593569],"domain_scores_gemma":[0.9968714,0.001692611,0.0003829629,0.0004937059,0.0003692025,0.0001900768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001096889,0.0001120382,0.8417634,0.0008534929,0.00002257413,0.00001395935,0.07846683,0.0001164696,0.001588532,0.00009894113,0.0006156032,0.07525122],"study_design_scores_gemma":[0.00080228,0.0002410303,0.8843793,0.0005603236,0.00002078498,7.493671e-7,0.0652585,0.000007726313,0.00000433525,0.00001467761,0.04854843,0.000161805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453564,0.000147724,0.00004567309,0.0008578816,0.0006392514,0.001634183,0.00007716692,0.00007973573,0.05116197],"genre_scores_gemma":[0.9863878,0.00006220449,0.003741179,0.008875798,0.00007345512,0.0003384783,0.00007326072,0.0000294165,0.0004184172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07508942,"threshold_uncertainty_score":0.9997974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035450059","doi":"10.1046/j.1525-1497.2001.016007452.x","title":"Doctor Discontent. A Comparison of Physician Satisfaction in Different Delivery System Settings, 1986 and 1997","year":2001,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":127,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Agency for Healthcare Research and Quality; Henry J. Kaiser Family Foundation; Robert Wood Johnson Foundation","keywords":"Medicine; Autonomy; Incentive; Family medicine; Patient satisfaction; Nursing; Health care; Earnings; Quality (philosophy)","retraction":null,"screen_n_in":null,"score":{"opus":0.08064740488361198,"gpt":0.426864292159259,"spread":0.346216887275647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004938164,0.0001821064,0.0008276836,0.0003674762,0.0001156776,0.000003360219,0.0001164588,0.0001115393,0.00007431479],"category_scores_gemma":[0.000148369,0.000119692,0.00007262659,0.0001481789,0.00008016641,0.0001796901,0.0000510046,0.0008898031,0.000004279977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005487069,"about_ca_system_score_gemma":0.00006298802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005584579,"about_ca_topic_score_gemma":0.001275835,"domain_scores_codex":[0.9966512,0.0005165834,0.001883422,0.0001508174,0.0005125682,0.0002853516],"domain_scores_gemma":[0.9972037,0.0003564336,0.001767166,0.0001304193,0.0003365973,0.0002056767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004976257,0.00003142487,0.9711661,0.0004443766,0.00005363308,0.00002754546,0.002613322,0.0000200098,0.006833045,0.0001673838,0.004646408,0.01349911],"study_design_scores_gemma":[0.002394576,0.0009385411,0.9768903,0.007407913,0.00005284684,0.00006626997,0.008637839,0.001629865,0.0002700256,0.00004645874,0.001568433,0.00009692706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925455,0.001228072,0.0003871575,0.002250434,0.002850736,0.0002928661,0.00001482014,0.00001150057,0.0004188395],"genre_scores_gemma":[0.9971497,0.000349287,0.0001363366,0.0004533725,0.001579802,0.000009649294,0.000004867734,0.00001622442,0.0003007257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01340219,"threshold_uncertainty_score":0.844225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133338876","doi":"10.1161/circulationaha.108.792713","title":"Patient Satisfaction and Its Relationship With Quality and Outcomes of Care After Acute Myocardial Infarction","year":2008,"lang":"en","type":"article","venue":"Circulation","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":122,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Myocardial infarction; Cohort; Patient satisfaction; Depression (economics); Quality of life (healthcare); Physical therapy; Internal medicine; Cohort study; Surgery; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.08743263386440221,"gpt":0.4006266705884038,"spread":0.3131940367240016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001471194,0.0001308355,0.0002493729,0.0001469375,0.0006055132,0.00000314157,0.0000123149,0.0001943343,0.000031196],"category_scores_gemma":[0.0001617102,0.0001180489,0.0000301981,0.0001618269,0.00005836879,0.0003638581,0.00002500512,0.0002788055,0.00001063448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013733,"about_ca_system_score_gemma":0.0001071049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004607405,"about_ca_topic_score_gemma":0.0002791202,"domain_scores_codex":[0.9982403,0.0004631759,0.0005548121,0.000252139,0.0003127444,0.0001768108],"domain_scores_gemma":[0.9986078,0.0003379938,0.0004022615,0.0001764207,0.0003810137,0.00009450907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001443181,0.000003792209,0.9882515,0.0001991577,0.00003541899,7.025918e-7,0.009504128,0.00005813728,0.00007874022,0.0004574418,0.000006671245,0.001259982],"study_design_scores_gemma":[0.0006698003,0.00007407856,0.9976118,0.00007288744,0.00004437127,0.000006699294,0.001145882,0.00006333594,0.00001219518,0.0001549923,0.00002328839,0.0001206542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976761,0.000244001,0.0001941818,0.0002522835,0.0003422033,0.0009569974,0.0000605809,0.00006211679,0.0002115295],"genre_scores_gemma":[0.9993331,0.00005533963,0.0001791342,0.0001352887,0.00004196728,0.0001806953,0.0000476879,0.00001700973,0.00000972553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009360306,"threshold_uncertainty_score":0.4813894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093426574","doi":"10.1186/1472-6963-8-210","title":"Patient satisfaction with antiretroviral services at primary health-care facilities in the Free State, South Africa – a two-year study using four waves of cross-sectional data","year":2008,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Council; Vlaamse regering; Department for International Development; National Research Foundation; Australian Agency for International Development; International Development Research Centre; United States Agency for International Development","keywords":"Medicine; Patient satisfaction; Public health; Health administration; Cross-sectional study; Health informatics; Nursing research; Bonferroni correction; Public sector; Family medicine; Nursing; Health services research; Demography; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.2594164703994618,"gpt":0.4883734161107767,"spread":0.2289569457113149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005016708,0.0004147507,0.0008262769,0.000848013,0.005172831,0.00005768476,0.001240611,0.0002090769,0.0001293949],"category_scores_gemma":[0.00007610222,0.0003149823,0.00006476216,0.001676294,0.0003519128,0.00100096,0.001609938,0.001974872,0.00005917016],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002981572,"about_ca_system_score_gemma":0.005669055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1640312,"about_ca_topic_score_gemma":0.1970879,"domain_scores_codex":[0.9822429,0.008549469,0.002285267,0.001224662,0.003717723,0.00197992],"domain_scores_gemma":[0.9927709,0.001545084,0.001254037,0.002546106,0.001442016,0.0004419157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001035459,0.0001040685,0.7361739,0.009703835,0.00002156659,0.000006561962,0.2524783,0.0002241172,0.000003754505,0.0000102584,0.0000484274,0.0001897548],"study_design_scores_gemma":[0.00214205,0.001789496,0.7413986,0.0004937574,0.000002670888,0.000009744969,0.2533594,0.0003576075,8.54322e-7,0.00002925523,0.0002459706,0.0001705977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873821,0.001160711,0.00001594875,0.0001350927,0.0004111868,0.00691476,0.003535736,0.00009593229,0.0003485582],"genre_scores_gemma":[0.9968467,0.0001453983,0.001214821,0.000552993,0.0001844336,0.0004446917,0.0004413057,0.00007010132,0.00009952204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0330567,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162109160","doi":"10.5539/gjhs.v7n1p1","title":"An Empirical Study of the Impact of Service Quality on Patient Satisfaction in Private Hospitals, Iran","year":2014,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Patient satisfaction; Service quality; Quality (philosophy); Service (business); Interpersonal communication; Medicine; Sample (material); Data collection; Service delivery framework; Family medicine; Psychology; Nursing; Business; Social psychology; Marketing; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.121141831963413,"gpt":0.5331860409705905,"spread":0.4120442090071775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006011873,0.0001549784,0.0005801411,0.0002137859,0.0005934297,0.000006738049,0.0005222738,0.00009023934,0.00001830679],"category_scores_gemma":[0.0006903802,0.00009665364,0.00008713362,0.001832018,0.0001506044,0.0004025985,0.000103861,0.0006933184,0.000004118912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861681,"about_ca_system_score_gemma":0.00226397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02541466,"about_ca_topic_score_gemma":0.002877062,"domain_scores_codex":[0.9922892,0.002845723,0.002487605,0.0002686488,0.001552704,0.0005560509],"domain_scores_gemma":[0.9941772,0.0002664279,0.003721334,0.000586416,0.0008994816,0.0003491611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001856449,0.0002809622,0.9854691,0.0001243319,0.000005032693,2.69726e-7,0.00417329,0.00226175,0.00007721929,0.0001157869,0.00004731418,0.007259318],"study_design_scores_gemma":[0.00101161,0.004768456,0.9883184,0.0004213248,0.000003199616,0.000004752638,0.004687522,0.0002274727,0.00001633082,0.0004648767,0.000004891896,0.00007113731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962236,0.00002807302,0.00004249356,0.001306414,0.001195117,0.001078088,0.00002882512,0.000008454151,0.00008897651],"genre_scores_gemma":[0.9990478,0.000008868781,0.0001215454,0.0007633477,0.00004498471,0.000006956004,3.476646e-7,0.000005799774,3.257513e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0225376,"threshold_uncertainty_score":0.9810752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125898128","doi":"10.1093/intqhc/mzl014","title":"Factors that influence cancer patients’ overall perceptions of the quality of care","year":2006,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Quality (philosophy); Cancer; Medicine; Perception; Psychology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1555705993928779,"gpt":0.5446384658534826,"spread":0.3890678664606048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091909,0.0001985715,0.0005424769,0.0002419627,0.0006383862,0.000009843057,0.000562732,0.0002066655,0.000157271],"category_scores_gemma":[0.0010388,0.0001507735,0.0003158293,0.0001817687,0.0001159717,0.0002637034,0.0001130351,0.0008432291,0.0000018769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003125319,"about_ca_system_score_gemma":0.001590444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07417521,"about_ca_topic_score_gemma":0.03463572,"domain_scores_codex":[0.9934378,0.001786358,0.002785096,0.0002509752,0.001290201,0.0004496081],"domain_scores_gemma":[0.9910526,0.001478184,0.003049594,0.0002981456,0.003989934,0.0001314958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001503545,0.00004951323,0.9725718,0.001752583,0.00002048663,6.807444e-8,0.02144731,0.0006863766,0.00002830387,0.002371027,0.0004125023,0.0005097],"study_design_scores_gemma":[0.00137431,0.00009187997,0.969508,0.001090072,0.000005258306,2.038464e-7,0.02562442,0.000004290093,0.0000560084,0.0007254339,0.001397582,0.0001225532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862956,0.0005604075,0.00006431009,0.002454591,0.005161865,0.001335778,0.003976766,0.00001762613,0.0001331035],"genre_scores_gemma":[0.9982098,0.0001190824,0.0001257664,0.0009087489,0.0001967866,0.0001407838,0.0002014981,0.00002171995,0.00007579625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03953949,"threshold_uncertainty_score":0.9829797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150861851","doi":"10.1177/1084713811430217","title":"Factors in Client–Clinician Interaction That Influence Hearing Aid Adoption","year":2011,"lang":"en","type":"article","venue":"Trends in Amplification","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Hearing aid; Hearing loss; MEDLINE; Audiology; Computer science; Psychology; Medicine; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.4553794283149377,"gpt":0.502801604501774,"spread":0.04742217618683636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006519935,0.000177386,0.0002374696,0.0009559818,0.0002320321,0.000006867812,0.0001566306,0.0002831562,0.0006433462],"category_scores_gemma":[0.0002093989,0.0001789347,0.00004534794,0.0007770439,0.00003958547,0.0006582561,0.00004696041,0.000905336,0.0002312953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008590515,"about_ca_system_score_gemma":0.00006262352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006500963,"about_ca_topic_score_gemma":0.007003502,"domain_scores_codex":[0.9973418,0.0005721389,0.0009790863,0.0004334213,0.0002365964,0.0004369204],"domain_scores_gemma":[0.9985091,0.0003116848,0.0005405756,0.000445883,0.00009310938,0.00009966242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007124679,0.00005010146,0.9727886,0.00004897003,0.000002349014,4.508819e-7,0.01131201,0.00005841772,0.00009088539,0.0009855619,0.00003646864,0.01455492],"study_design_scores_gemma":[0.0004718459,0.00004797826,0.9923357,0.0002905801,0.000003776566,2.692e-7,0.005333717,0.0002070547,0.0001312955,0.0004179677,0.0006120492,0.000147796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906048,0.00001652325,0.0002815554,0.0001511332,0.001230915,0.00047036,0.00001098905,0.0001323314,0.007101431],"genre_scores_gemma":[0.9986661,0.00004171037,0.0003959189,0.0001745952,0.00004739923,0.0003034673,0.0001425625,0.00002492828,0.0002032832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954705,"threshold_uncertainty_score":0.9827555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044103440","doi":"10.7326/0003-4819-148-2-200801150-00011","title":"What Can We Say about the Impact of Public Reporting? Inconsistent Execution Yields Variable Results","year":2008,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Variable (mathematics)","retraction":null,"screen_n_in":null,"score":{"opus":0.2793575818699928,"gpt":0.4875259438694938,"spread":0.208168361999501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00423566,0.0004692488,0.001483867,0.000588294,0.0003866556,0.0000100954,0.0006217411,0.001192813,0.0007574747],"category_scores_gemma":[0.01526571,0.0002746428,0.0003941301,0.000482794,0.000512137,0.0002659326,0.0002015455,0.004691404,0.00001958535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003846174,"about_ca_system_score_gemma":0.001695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05774499,"about_ca_topic_score_gemma":0.0004936464,"domain_scores_codex":[0.9892998,0.001754603,0.006167519,0.0005466383,0.001320792,0.0009106023],"domain_scores_gemma":[0.9785851,0.003100385,0.01368958,0.001305036,0.003074216,0.0002456803],"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":[0.0001974905,0.00002026524,0.04525366,0.0009704417,0.0003474477,0.00009055212,0.005231862,0.000009114108,0.00003187781,0.00003397253,0.9463106,0.001502654],"study_design_scores_gemma":[0.002615976,0.003845738,0.1505014,0.07579997,0.0001901426,0.0003479937,0.00651647,0.0001257565,0.0001822926,0.002091344,0.7570752,0.0007077411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03657186,0.004185733,0.0000950759,0.941566,0.007713818,0.001335178,0.0003857712,0.00006058765,0.008086003],"genre_scores_gemma":[0.3797857,0.01865862,0.00006896472,0.5792817,0.008702649,0.0002386481,0.0007691935,0.0001165351,0.01237791],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3622842,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977860349","doi":"10.1111/j.1475-6773.2004.00213.x","title":"The Impact of Visit Frequency on the Relationship between Service Quality and Outpatient Satisfaction: A South Korean Study","year":2004,"lang":"en","type":"article","venue":"Health Services Research","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":106,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"LISREL; Confirmatory factor analysis; Service quality; Patient satisfaction; SERVQUAL; Structural equation modeling; Context (archaeology); Scale (ratio); Quality (philosophy); Medicine; Service (business); Construct validity; Health care; Psychology; Family medicine; Nursing; Statistics; Marketing; Mathematics; Geography; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.4294576405208981,"gpt":0.5916488959106887,"spread":0.1621912553897906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01149862,0.0002645756,0.0004745066,0.0002990172,0.007429043,0.00004455903,0.0004943353,0.00024095,0.00008463272],"category_scores_gemma":[0.0008196016,0.0001510401,0.00008158656,0.001575343,0.0001642308,0.0002016888,0.0002925936,0.002914096,0.0002453307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680682,"about_ca_system_score_gemma":0.002048531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2642235,"about_ca_topic_score_gemma":0.04595182,"domain_scores_codex":[0.9848678,0.009925392,0.001676218,0.0005574664,0.00177907,0.001194071],"domain_scores_gemma":[0.9813851,0.01427999,0.001180653,0.001316755,0.001325988,0.0005114797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001616479,0.00005920437,0.9157273,0.0009962111,0.00003986689,4.17876e-7,0.07869378,0.00003272879,0.000001245653,0.003567767,0.00003696035,0.000682933],"study_design_scores_gemma":[0.0009698215,0.001470845,0.9153507,0.0006399756,0.00000541727,3.761734e-7,0.07446908,0.00001408343,0.000001034738,0.006959926,0.00001321252,0.000105557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780135,0.0002774301,0.000008843802,0.01507067,0.0002155727,0.005706209,0.000214932,0.00007293887,0.0004199089],"genre_scores_gemma":[0.9981111,0.0000644918,0.00003831775,0.0008635854,0.0002106568,0.0006092432,0.00003067114,0.00004015421,0.00003180186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2182716,"threshold_uncertainty_score":0.9993863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085102603","doi":"10.1097/01.ccm.0000139920.53790.61","title":"Translating family satisfaction data into quality improvement*","year":2004,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Quality management; Quality (philosophy); Family medicine; Operations management","retraction":null,"screen_n_in":null,"score":{"opus":0.4115027545075459,"gpt":0.6051366346559027,"spread":0.1936338801483568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001472521,0.0007353427,0.002895841,0.0003382362,0.001299312,0.00001040945,0.0007176644,0.001225479,0.0008878338],"category_scores_gemma":[0.006816935,0.0005753843,0.0002151066,0.0005857762,0.0004763518,0.0003077351,0.0003861132,0.003665807,0.0004273756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002310231,"about_ca_system_score_gemma":0.002736146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104727,"about_ca_topic_score_gemma":0.001698155,"domain_scores_codex":[0.9906386,0.002285599,0.00348379,0.00140774,0.001195271,0.0009890513],"domain_scores_gemma":[0.991223,0.004391192,0.0006754588,0.002299087,0.0007580598,0.0006532244],"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":[0.000006691763,0.000005678678,0.0009012926,0.2429598,0.00002989077,0.000009126617,0.002394133,5.546121e-8,0.000001412223,0.001960671,0.0004271787,0.7513041],"study_design_scores_gemma":[0.001023756,0.0004026289,0.001052947,0.1213606,0.001219602,0.000004548581,0.02457905,0.000003324145,6.302974e-8,0.001111758,0.8485693,0.0006724436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003249027,0.9829606,0.001754886,0.001429857,0.007130452,0.003066966,0.0007787276,0.0003319758,0.002514062],"genre_scores_gemma":[0.004254458,0.9859779,0.0009687431,0.001088384,0.002506039,0.0006898255,0.004309659,0.0001545873,0.0000503734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8481421,"threshold_uncertainty_score":0.9996697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091100319","doi":"10.1258/135763302320272185","title":"Client satisfaction in a feasibility study comparing face-to-face interviews with telepsychiatry","year":2002,"lang":"en","type":"article","venue":"Journal of Telemedicine and Telecare","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thunder Bay Regional Health Sciences Centre; Lakehead University; Riverview Hospital","funders":"","keywords":"Telepsychiatry; Videoconferencing; Patient satisfaction; Telemedicine; Medicine; Face-to-face; Significant difference; Psychology; Family medicine; Nursing; Multimedia; Health care; Computer science; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.135947731908474,"gpt":0.4310245807820877,"spread":0.2950768488736137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124632,0.0002215492,0.0007254747,0.0004739986,0.0002873382,0.000008461347,0.0001414404,0.0001080727,0.000291048],"category_scores_gemma":[0.0002527536,0.0001546511,0.0000506966,0.0005409979,0.00003786315,0.0002101699,0.00007359666,0.001395976,0.0000229735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004368131,"about_ca_system_score_gemma":0.00009537572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008936547,"about_ca_topic_score_gemma":0.01066788,"domain_scores_codex":[0.9965093,0.0006719411,0.001529757,0.0002905387,0.0005748402,0.0004236808],"domain_scores_gemma":[0.9979475,0.0002417343,0.0008023907,0.0002923707,0.0003639311,0.0003520431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002491694,0.0001319026,0.952924,0.0002279032,0.00003304874,0.00002449602,0.02999757,0.00005600851,0.00001277561,0.000003861811,0.002452519,0.01388679],"study_design_scores_gemma":[0.003722161,0.002952954,0.9131427,0.0009931384,0.00003900773,0.00004364209,0.07782699,0.0001323708,0.000002851417,0.00001520407,0.0009977107,0.0001312841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932464,0.0007563694,0.0002771865,0.002513356,0.0009344432,0.001816163,0.000004846532,0.00002568886,0.0004255481],"genre_scores_gemma":[0.9981635,0.0001458055,0.0004902384,0.000755997,0.0003116239,0.00004392671,0.000001468875,0.00002182749,0.00006566252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04782942,"threshold_uncertainty_score":0.6306488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093104222","doi":"10.1177/0272989x03258443","title":"The Use of Fixed-and Random-Effects Models for Classifying Hospitals as Mortality Outliers: A Monte Carlo Assessment","year":2003,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Outlier; Logistic regression; False positive paradox; Statistics; Random effects model; Monte Carlo method; Odds; Medicine; Econometrics; Mathematics; Internal medicine; Meta-analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.2052702884951027,"gpt":0.5113356817594668,"spread":0.3060653932643641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.003949949,0.0002116444,0.0005523597,0.0001018403,0.00133324,0.00003189128,0.0002098785,0.0003852986,0.00008497531],"category_scores_gemma":[0.02247272,0.0001402965,0.0001463747,0.0001908054,0.0001532439,0.0002648714,0.0001509181,0.0007773694,0.000006733359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317359,"about_ca_system_score_gemma":0.0005979094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001994572,"about_ca_topic_score_gemma":0.0002127694,"domain_scores_codex":[0.9946378,0.001579598,0.001309831,0.0004315148,0.001440514,0.0006007467],"domain_scores_gemma":[0.9700112,0.02817223,0.0005731629,0.0005435337,0.0003609654,0.0003389523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006091354,0.00006434036,0.7281302,0.00113309,0.0001697056,0.00002220942,0.002752692,0.001610641,0.00001591831,0.03572468,0.006352298,0.2234151],"study_design_scores_gemma":[0.01620442,0.0008610672,0.4180401,0.011129,0.0002491295,0.0000133012,0.004407959,0.4130885,0.00003338106,0.1088149,0.02635414,0.0008041113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7113703,0.0005472979,0.2822928,0.0004933567,0.002077187,0.002701929,0.00002288044,0.00005536182,0.0004387971],"genre_scores_gemma":[0.9836983,0.0003036232,0.01400862,0.001014274,0.00007590246,0.000762935,0.000002126758,0.00003331071,0.0001008785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4114779,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995693569","doi":"10.1111/j.1365-2648.2005.03392.x","title":"Unpacking the concept of patient satisfaction: a feminist analysis","year":2005,"lang":"en","type":"review","venue":"Journal of Advanced Nursing","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Patient satisfaction; Health care; Patient experience; Nursing; Psychology; Public relations; Medicine; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1047147121920446,"gpt":0.5081348432093842,"spread":0.4034201310173396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000737621,0.0003989371,0.002674951,0.0008456241,0.0007926358,0.00001113801,0.0002889803,0.0004090548,0.0002901242],"category_scores_gemma":[0.0004669275,0.000261933,0.001204403,0.001672111,0.0001977487,0.0002416248,0.00004251652,0.002484362,0.00001339798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001978753,"about_ca_system_score_gemma":0.001190647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003049713,"about_ca_topic_score_gemma":0.00003814797,"domain_scores_codex":[0.992837,0.001686939,0.003851424,0.0002701291,0.0008569522,0.0004976037],"domain_scores_gemma":[0.9858472,0.002269813,0.01038009,0.0005439221,0.0007508596,0.0002081398],"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":[0.0000357409,0.00002029873,0.001555259,0.001703041,0.0005646952,0.000004551331,0.004598249,0.0006730173,2.527852e-7,0.0001559233,0.0004979418,0.990191],"study_design_scores_gemma":[0.0003841536,0.0002579982,0.001619558,0.05757192,0.004563577,0.00007337385,0.01123201,0.000007957203,0.000001416953,0.0001189916,0.9238995,0.0002695186],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004857107,0.9926614,0.0003749151,0.0002678499,0.004216875,0.0009890783,0.00008214907,0.00001975452,0.0009022927],"genre_scores_gemma":[0.00871155,0.9876985,0.002204255,0.0001253485,0.001083651,0.00003549098,0.0000130897,0.00006205584,0.00006603494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9899215,"threshold_uncertainty_score":0.9999833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337963257","doi":"10.21037/apm.2016.03.02","title":"Inter-rater reliability in performance status assessment among health care professionals: a systematic review","year":2016,"lang":"en","type":"review","venue":"Annals of Palliative Medicine","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Inter-rater reliability; Rank correlation; Kappa; Cohen's kappa; Spearman's rank correlation coefficient; Performance status; MEDLINE; Family medicine; Specialty; Reliability (semiconductor); Internal medicine; Physical therapy; Cancer; Rating scale","retraction":null,"screen_n_in":null,"score":{"opus":0.3175021308731937,"gpt":0.6029644113554586,"spread":0.285462280482265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006840061,0.0008472031,0.008409712,0.0006447659,0.0003470043,0.000002262451,0.0005408068,0.0005280916,0.001000537],"category_scores_gemma":[0.004124311,0.0004598482,0.0003894065,0.0009204251,0.0003280036,0.0002201839,0.0002661711,0.002283397,0.0001546227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152089,"about_ca_system_score_gemma":0.004216078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008835261,"about_ca_topic_score_gemma":0.0003743299,"domain_scores_codex":[0.9777333,0.01158645,0.007262127,0.0009271613,0.001212097,0.001278894],"domain_scores_gemma":[0.984323,0.004118032,0.007758046,0.001442881,0.001851756,0.0005063319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001040304,0.00003758926,0.0535181,0.9095765,0.00009860575,0.000002453887,0.004275484,3.871284e-8,4.377486e-9,0.00005459928,0.005554035,0.02687223],"study_design_scores_gemma":[0.0004509795,0.0005230149,0.01729957,0.8991778,0.0002069932,2.803381e-7,0.002581377,0.000001924666,4.413906e-8,0.00001859253,0.07942655,0.0003128931],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001245077,0.9746947,0.00003968292,0.004378721,0.001351412,0.01820465,0.0004739168,0.00005936068,0.0006730809],"genre_scores_gemma":[0.0007715728,0.9877972,0.00007869023,0.003428715,0.0002162075,0.006556161,0.000504954,0.00008762501,0.0005588916],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07387251,"threshold_uncertainty_score":0.9999127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909603902","doi":"10.1136/bmjopen-2018-023596","title":"Measuring patient-centred system performance: a scoping review of patient-centred care quality indicators","year":2019,"lang":"en","type":"review","venue":"BMJ Open","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Data extraction; Medicine; Inclusion (mineral); Quality (philosophy); Health care; Identification (biology); Grey literature; Quality management; Systematic review; MEDLINE; Nursing; Operations management; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.4592926762081715,"gpt":0.5415685533005173,"spread":0.0822758770923458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008849682,0.0009640196,0.006305588,0.0005836082,0.0009314539,0.00003596456,0.001581874,0.0009789745,0.0006437034],"category_scores_gemma":[0.001237624,0.0008172423,0.0007434904,0.001267249,0.00007090865,0.0004682026,0.002017523,0.001722674,0.00134383],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003013065,"about_ca_system_score_gemma":0.009137299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008777755,"about_ca_topic_score_gemma":0.00006991433,"domain_scores_codex":[0.9806873,0.007646262,0.007296416,0.001265045,0.001842327,0.001262604],"domain_scores_gemma":[0.9840595,0.001021183,0.01077946,0.002699503,0.000949586,0.0004907522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003920394,0.00002079269,0.007347669,0.7347398,0.0001122476,0.00000290098,0.006321168,6.314855e-7,1.2532e-8,0.00003859419,0.0004637051,0.2509132],"study_design_scores_gemma":[0.0006602438,0.0001385307,0.0001020767,0.8617068,0.0004819153,0.000005679479,0.01764667,0.000001224446,8.583507e-7,3.094338e-7,0.1185567,0.0006990033],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002126272,0.8904717,3.66254e-7,0.00002258119,0.003809961,0.09943947,0.0006374049,0.0001391444,0.005266746],"genre_scores_gemma":[0.0008841912,0.981933,0.0001432213,0.0002899579,0.0001797096,0.01517987,0.001101216,0.0001871915,0.0001016537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2502142,"threshold_uncertainty_score":0.9994338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094207006","doi":"10.5539/gjhs.v6n4p9","title":"Patient Satisfaction with Primary Health Care – A Comparison between the Insured and Non-Insured under the National Health Insurance Policy in Ghana","year":2014,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"National health insurance; Health insurance; Actuarial science; Primary care; Primary health care; Business; Patient satisfaction; Health care; Family medicine; Medicine; Environmental health; Nursing; Economic growth; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.05032731278684243,"gpt":0.4261890585772725,"spread":0.37586174579043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007224441,0.0002744098,0.0008223942,0.0003878801,0.003804537,0.00005001001,0.0004511585,0.000107615,0.000003553188],"category_scores_gemma":[0.0003240799,0.0001622279,0.00005489742,0.002207859,0.0006079466,0.0005160239,0.0001458709,0.001379931,0.000006317307],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007219906,"about_ca_system_score_gemma":0.01900527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02067051,"about_ca_topic_score_gemma":0.0117151,"domain_scores_codex":[0.9914923,0.002181406,0.002361478,0.0004403083,0.002324345,0.001200164],"domain_scores_gemma":[0.9937198,0.0005996506,0.003672257,0.0003425113,0.001035528,0.0006302211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009278375,0.00002077126,0.9354801,0.0003204129,0.000009009953,2.440572e-7,0.006568899,0.0004106173,0.000001063556,0.0005229799,0.001054345,0.05551881],"study_design_scores_gemma":[0.001207446,0.001178641,0.9855782,0.0007020683,0.000002033234,0.00003894804,0.01015959,0.00007262373,7.049948e-7,0.000416067,0.000514873,0.0001288458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267053,0.001999094,0.001019131,0.0673883,0.0008297367,0.001645609,0.0001242642,0.00002537934,0.000263191],"genre_scores_gemma":[0.9760845,0.0002252895,0.001167018,0.02215322,0.0003103789,0.00003635074,0.000006667374,0.00001499001,0.000001601956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05538996,"threshold_uncertainty_score":0.9974924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104572158","doi":"10.1371/journal.pone.0046680","title":"Patient Satisfaction with HIV/AIDS Care and Treatment in the Decentralization of Services Delivery in Vietnam","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Competence (human resources); Family medicine; Health care; Patient satisfaction; Service delivery framework; Nursing; Gerontology; Environmental health; Service (business); Psychology; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.05830214212852781,"gpt":0.3267521425207009,"spread":0.2684500003921731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001227682,0.0001068144,0.000194971,0.0001232037,0.0001442666,0.000002645213,0.00003023479,0.00009368896,0.0000458442],"category_scores_gemma":[0.00001559646,0.00007282601,0.00001108842,0.0002299154,0.00001970012,0.0002207337,0.00001720036,0.0001606335,0.00001072372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003950622,"about_ca_system_score_gemma":0.0000650685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004840654,"about_ca_topic_score_gemma":0.01980338,"domain_scores_codex":[0.9984172,0.0005219967,0.0003767679,0.0001315873,0.0002718741,0.0002805547],"domain_scores_gemma":[0.9992613,0.0001931705,0.0002011722,0.0001737059,0.0001110449,0.00005956486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008622977,0.0001857877,0.926174,0.0006856652,0.00001677583,4.122803e-7,0.06885681,0.00001448801,0.00008691414,0.00009711576,0.000002957486,0.003792791],"study_design_scores_gemma":[0.0007713886,0.0003788777,0.9593452,0.0008679038,0.00003430891,3.066253e-7,0.03824027,0.00006823266,0.0001880311,0.00001053545,0.00002762019,0.00006737369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973302,0.0007480089,0.000005010007,0.0001264289,0.00005902298,0.001454065,0.00003755358,0.00001728753,0.0002223886],"genre_scores_gemma":[0.9981675,0.0005041768,0.0007121666,0.0001366921,0.00003369941,0.000377057,0.0000499801,0.0000120891,0.000006603899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03317109,"threshold_uncertainty_score":0.9980826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013241225","doi":"10.1111/jgs.13113","title":"Hearing Loss is Associated with Poorer Ratings of Patient–Physician Communication and Healthcare Quality","year":2014,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Hearing loss; Health care; Audiology; Quality (philosophy); Family medicine; MEDLINE; Medical emergency","retraction":null,"screen_n_in":null,"score":{"opus":0.06039092839931509,"gpt":0.391247978720488,"spread":0.3308570503211729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001988445,0.0003677627,0.001450981,0.0001094211,0.001090324,0.00001895321,0.0005966426,0.0005424817,0.00001072976],"category_scores_gemma":[0.0005850942,0.0002501541,0.0005143819,0.000852812,0.0005815706,0.0001512449,0.0002999764,0.005997542,0.000001995386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027497,"about_ca_system_score_gemma":0.001184215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005044024,"about_ca_topic_score_gemma":0.00004797077,"domain_scores_codex":[0.9915083,0.004308327,0.002095851,0.0002907971,0.00125185,0.0005448816],"domain_scores_gemma":[0.977797,0.002609042,0.01665213,0.0008735457,0.001929496,0.000138817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006752928,0.00002407658,0.544952,0.0009242642,0.0002577331,0.000001721195,0.01321805,0.00001059567,0.0000205755,0.00001539167,0.4398502,0.0006578242],"study_design_scores_gemma":[0.00264449,0.001974914,0.8691054,0.00587413,0.0006265054,0.00003737945,0.02231696,0.0001176245,0.00005876167,0.001302901,0.09471585,0.001225097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6183206,0.0004324257,0.00005375733,0.3798585,0.0004793724,0.0006125077,0.0001480223,0.00002112828,0.00007362883],"genre_scores_gemma":[0.5652545,0.0005022449,0.001134686,0.4322652,0.0006781561,0.00001785299,0.00002996946,0.00006728135,0.00005011737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3451344,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001550453","doi":"10.1097/01.mlr.0000132394.09032.81","title":"Testing a New Theory of Patient Satisfaction With Treatment Outcome","year":2004,"lang":"en","type":"article","venue":"Medical Care","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Hindsight bias; Patient satisfaction; Outcome (game theory); Medicine; Concordance; Confounding; Expectancy theory; Univariate; Physical therapy; Test (biology); Observational study; Psychology; Clinical psychology; Surgery; Multivariate statistics; Social psychology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1123141566426879,"gpt":0.4286536025796028,"spread":0.3163394459369148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001666992,0.0001583653,0.0002993956,0.00008254039,0.0003134606,0.000001708066,0.00006216453,0.0002162688,0.0008242547],"category_scores_gemma":[0.0009783517,0.0001066029,0.0000464178,0.0002316818,0.00006523734,0.00005981218,0.00003638697,0.0004119365,0.00008627504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036352,"about_ca_system_score_gemma":0.001707848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274417,"about_ca_topic_score_gemma":0.005655299,"domain_scores_codex":[0.9977553,0.0003174583,0.0006426621,0.0002051345,0.0007292707,0.0003501945],"domain_scores_gemma":[0.9980742,0.0006762262,0.0002987209,0.0002769039,0.0002491076,0.0004248105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007052287,0.00001275426,0.8633295,0.0002058349,0.00001392262,0.00001030712,0.01532674,0.00004410998,0.000006182744,0.0009007566,0.00003339775,0.1200459],"study_design_scores_gemma":[0.002244478,0.001250885,0.9748891,0.0007531479,0.00003145165,0.000006943706,0.01900628,0.00000249054,0.00005955129,0.0009929307,0.000637512,0.0001252464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944538,0.0002439112,0.000730604,0.0008880363,0.0006585572,0.0008273814,0.0000263755,0.0001279481,0.002043361],"genre_scores_gemma":[0.9975172,0.000007805031,0.001500542,0.0005696527,0.0001615623,0.0001276024,0.00001720692,0.00002400633,0.00007438504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1199207,"threshold_uncertainty_score":0.99383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083608506","doi":"10.1016/j.ejca.2009.09.003","title":"The FAMCARE-Patient scale: Measuring satisfaction with care of outpatients with advanced cancer","year":2009,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Scale (ratio); Cancer; Medicine; Patient satisfaction; Nursing; Internal medicine; Geography; Cartography","retraction":null,"screen_n_in":null,"score":{"opus":0.03948821834718153,"gpt":0.372507054134822,"spread":0.3330188357876405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004055199,0.0002109155,0.0003420989,0.0001213185,0.0007266751,0.00001090524,0.0002019238,0.00003937873,0.00007126827],"category_scores_gemma":[0.00006768293,0.0001212251,0.00006881243,0.0002825723,0.00008405537,0.0002815362,0.00002658701,0.0007986928,0.000006480106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007130506,"about_ca_system_score_gemma":0.0006224897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004408943,"about_ca_topic_score_gemma":0.00299649,"domain_scores_codex":[0.9964732,0.000942531,0.001017815,0.0001952796,0.0009584982,0.0004126724],"domain_scores_gemma":[0.9950605,0.0001342193,0.002064983,0.0002979787,0.002238408,0.0002039198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00118198,0.000008330443,0.6551526,0.00008959564,0.0000489132,0.000008881548,0.008260366,0.002589184,0.0001878539,0.000008716805,0.0002863887,0.3321772],"study_design_scores_gemma":[0.002007283,0.002017154,0.9765053,0.00285672,0.00006630158,0.000006345405,0.008395099,0.000006395575,0.0005008237,0.000005593541,0.007469128,0.0001638222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890451,0.005174418,0.0002100613,0.0009387024,0.001494096,0.0006070602,0.0000394959,0.0000250466,0.002466027],"genre_scores_gemma":[0.99759,0.001038981,0.0005769294,0.0003691419,0.0002622615,0.00002625706,0.000001470082,0.00004567197,0.00008925801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3320134,"threshold_uncertainty_score":0.5589071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205389994","doi":"10.1186/s41687-021-00374-2","title":"Selection of patient-reported outcome measures (PROMs) for use in health systems","year":2021,"lang":"en","type":"article","venue":"Journal of Patient-Reported Outcomes","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Prom; Patient-reported outcome; Standardization; Scope (computer science); Context (archaeology); Health care; Computer science; Medicine; Nursing; Quality of life (healthcare); Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.1692455518757095,"gpt":0.4383452754367631,"spread":0.2690997235610536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002434536,0.0004430075,0.001989166,0.001025769,0.0004880635,0.00002847237,0.0001865608,0.0004378919,0.0001072153],"category_scores_gemma":[0.008365943,0.0003794476,0.0005361115,0.001053207,0.00005802495,0.0007019856,0.00008875244,0.001291569,0.000005571419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603133,"about_ca_system_score_gemma":0.002911616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002719884,"about_ca_topic_score_gemma":0.001558411,"domain_scores_codex":[0.9850812,0.001913726,0.009936701,0.0005167046,0.001604357,0.0009473446],"domain_scores_gemma":[0.9788515,0.001864113,0.01357711,0.0006335111,0.004596876,0.000476898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003501398,0.0002813094,0.9903408,0.001330934,0.0003866295,0.0001053286,0.002577925,0.0008692024,0.0002652732,0.0001416744,0.001320021,0.002030791],"study_design_scores_gemma":[0.004780788,0.001223504,0.9754741,0.001753726,0.0001507189,0.000278752,0.008233492,0.000318713,0.0004444254,0.0001664672,0.006773626,0.0004016963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866008,0.0005535162,0.001102712,0.000939087,0.008007403,0.002588498,0.00007719384,0.0000679517,0.00006280283],"genre_scores_gemma":[0.9952484,0.00009635364,0.003146208,0.0007342084,0.0001471075,0.0001839875,0.00004990738,0.00008330823,0.0003105433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01486668,"threshold_uncertainty_score":0.999987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2300914431","doi":"10.1093/fampra/cmv087","title":"Development and validation of the Japanese version of Primary Care Assessment Tool","year":2015,"lang":"en","type":"article","venue":"Family Practice","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Family Medicine","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Primary care; Primary health care; Medical physics; Family medicine; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.1383154569545771,"gpt":0.4375547370818179,"spread":0.2992392801272408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009852485,0.00008530897,0.0001682844,0.00005208843,0.0002568666,0.000002688827,0.00009811571,0.0001162944,0.00001267112],"category_scores_gemma":[0.0008410069,0.00006517638,0.00001898364,0.000168098,0.00003637154,0.0003636278,0.0001735075,0.0003361756,0.00001843085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000644154,"about_ca_system_score_gemma":0.00148441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006359438,"about_ca_topic_score_gemma":0.00001503299,"domain_scores_codex":[0.9976893,0.0009133976,0.0005269477,0.0001522285,0.0005682851,0.0001498505],"domain_scores_gemma":[0.9971519,0.0008834209,0.0007373902,0.0002898086,0.0008692938,0.00006820892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000279263,0.00006001578,0.922679,0.001759885,0.00004080648,9.803707e-7,0.06325465,0.00004774645,0.001776351,0.000399186,0.003518714,0.006183395],"study_design_scores_gemma":[0.0009249753,0.00007479361,0.8472329,0.0003136952,0.0000423989,0.00000124852,0.09497415,0.00001077897,0.0006771082,0.00001456905,0.0556512,0.00008213223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722658,0.0002191931,0.00004032954,0.0004137743,0.001066608,0.0007305614,0.00002335762,0.00001893406,0.02522144],"genre_scores_gemma":[0.9894329,0.00003278145,0.00956996,0.0006393541,0.00003374777,0.00005665687,0.000045906,0.0000109449,0.0001777106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07544604,"threshold_uncertainty_score":0.2657816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765589196","doi":"10.1177/0706743717737030","title":"Patient satisfaction with mental health services based on Andersen’s Behavioral Model","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"McGill University; Douglas Mental Health University Institute; Douglas College","funders":"","keywords":"Mental health; Patient satisfaction; Multidisciplinary approach; Medicine; Service delivery framework; Service (business); Social support; Quality of life (healthcare); Psychology; Family medicine; Psychiatry; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.0584801379518136,"gpt":0.3917556066199785,"spread":0.3332754686681649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004776875,0.0001649756,0.0002363799,0.0002022853,0.006149755,0.00004973215,0.000253635,0.0001175003,0.0001759342],"category_scores_gemma":[0.000009133671,0.0001100428,0.00007101265,0.00005520898,0.0001082879,0.0002454695,0.00001146898,0.000953001,0.00002320857],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021285,"about_ca_system_score_gemma":0.01133986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1711824,"about_ca_topic_score_gemma":0.9665869,"domain_scores_codex":[0.9979976,0.0003329294,0.0005978161,0.0001488621,0.0004289825,0.0004937851],"domain_scores_gemma":[0.9967978,0.00003542186,0.001639431,0.000568188,0.0002214423,0.0007377312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001549783,0.00001247665,0.9874049,0.00009196701,0.00001412113,0.000002736247,0.003319897,0.001118371,4.92814e-7,0.00113912,0.004836575,0.001904329],"study_design_scores_gemma":[0.001425156,0.001088358,0.983605,0.001392368,0.00002556622,0.00001902425,0.007061577,0.002895928,8.48314e-7,0.001668363,0.0006605674,0.0001572204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968929,0.0001159472,0.00006950696,0.09597113,0.005259353,0.0006859052,0.0001755801,0.00001298976,0.0008166762],"genre_scores_gemma":[0.9920996,0.000008216632,0.001943397,0.005593663,0.0002547205,0.00001532861,0.00000683753,0.00002878327,0.00004943776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7954046,"threshold_uncertainty_score":0.9951441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964428372","doi":"10.4103/0019-5545.104817","title":"A study on patient satisfaction with psychiatric services","year":2012,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"AGE-WELL","keywords":"Patient satisfaction; Psychiatry; Psychology; Medicine; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.03741331236161725,"gpt":0.3891897964162543,"spread":0.351776484054637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006744117,0.0002337538,0.0003499199,0.0005982002,0.0006888491,0.00001048964,0.0001485249,0.0001733283,0.0002772905],"category_scores_gemma":[0.000022682,0.0001698588,0.00009362322,0.0004959092,0.00002185721,0.0005054571,0.0000226479,0.001383198,0.0003030837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626436,"about_ca_system_score_gemma":0.0005484821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002643942,"about_ca_topic_score_gemma":0.001426465,"domain_scores_codex":[0.9964501,0.0008364794,0.001171681,0.0001752967,0.000764918,0.0006014695],"domain_scores_gemma":[0.996856,0.0001703368,0.00183466,0.0003477686,0.0002989976,0.0004921954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004134065,0.0003074091,0.9750004,0.0001690353,0.00009081468,0.00000984792,0.02017644,0.00001543718,0.000001471834,0.0001940418,0.001545121,0.002076553],"study_design_scores_gemma":[0.001687297,0.003152692,0.932278,0.0003500381,0.00006160219,0.00009973208,0.06139334,3.064026e-7,0.000001289902,0.000230165,0.0005836027,0.0001619118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824189,0.0004338127,0.00002429025,0.001484676,0.01355327,0.0009185665,0.00001657096,0.0000373876,0.001112538],"genre_scores_gemma":[0.9951581,0.00001513412,0.001541961,0.001252212,0.001924374,0.00004310469,0.000001655338,0.00004407551,0.00001940921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0427224,"threshold_uncertainty_score":0.6926641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769151876","doi":"10.1186/s12913-017-2745-7","title":"Urban-rural difference in satisfaction with primary healthcare services in Ghana","year":2017,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"","keywords":"Health care; Health administration; Medicine; Nursing research; Milestone; Developing country; Health informatics; Health services research; Rural area; Population; Socioeconomic status; Environmental health; Socioeconomics; Public health; Nursing; Economic growth; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.1436257855106694,"gpt":0.4966262203243026,"spread":0.3530004348136333,"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":[0.004737393,0.0004208008,0.0009266739,0.001197726,0.004394163,0.0001126315,0.001180261,0.0005548672,0.0001485846],"category_scores_gemma":[0.00007454788,0.0003737407,0.00005182151,0.0009799403,0.000204294,0.0009921099,0.0006442295,0.003826011,0.0003568975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003579684,"about_ca_system_score_gemma":0.004142187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4094321,"about_ca_topic_score_gemma":0.7771178,"domain_scores_codex":[0.9874877,0.004958881,0.001714245,0.001024674,0.001923061,0.002891431],"domain_scores_gemma":[0.9938772,0.001403735,0.001050242,0.002000048,0.0007929223,0.0008758612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006592466,0.0000503038,0.9489622,0.0214734,0.000005567719,0.00001284927,0.02053317,0.000006976361,0.00001161377,0.0003499431,0.00003643966,0.007898319],"study_design_scores_gemma":[0.002227328,0.0004137859,0.9461737,0.008029753,0.000001588347,0.000002791631,0.04163842,0.0007547647,0.000002721954,0.0002506796,0.0002312207,0.0002732789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987663,0.001324228,0.00001419672,0.004202969,0.0007356642,0.004663405,0.00009921347,0.0001336486,0.001163711],"genre_scores_gemma":[0.9934374,0.0007121338,0.0006861235,0.002694716,0.0003571824,0.0014774,0.0001286752,0.00008497213,0.0004214085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3676857,"threshold_uncertainty_score":0.9998714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767102612","doi":"10.1136/bmjqs-2017-007071","title":"Is quality important to our patients? The relationship between surgical outcomes and patient satisfaction","year":2017,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Patient satisfaction; Likert scale; Logistic regression; Odds ratio; Odds; Customer satisfaction; Family medicine; Physical therapy; Emergency medicine; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.3258663576046583,"gpt":0.5629219210465262,"spread":0.2370555634418679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005462192,0.0003419303,0.0007131123,0.00008996839,0.006284035,0.00005897189,0.0003013768,0.0004075461,0.0001381356],"category_scores_gemma":[0.01040256,0.0002453731,0.0001814212,0.0001381291,0.0001112456,0.0004237562,0.0004647486,0.001132951,0.0003141273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005207974,"about_ca_system_score_gemma":0.0003540583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01587425,"about_ca_topic_score_gemma":0.002719692,"domain_scores_codex":[0.9902282,0.003770173,0.003562606,0.0006740026,0.00105981,0.0007052184],"domain_scores_gemma":[0.9892154,0.005711957,0.002284465,0.001806937,0.0004815456,0.0004996525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002444736,0.00001985586,0.9800956,0.0001600411,0.00003461724,9.741624e-7,0.004693377,6.221707e-7,7.726922e-7,0.004670436,0.003207138,0.006872156],"study_design_scores_gemma":[0.001312045,0.0001073707,0.9855934,0.000133324,0.00002683353,4.732344e-7,0.004673648,0.000001999291,0.000001833435,0.002272609,0.00555087,0.0003256059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349376,0.00002612993,0.00007666795,0.05803285,0.001573258,0.003234163,0.00103918,0.0001195466,0.0009606104],"genre_scores_gemma":[0.9961029,0.00002127642,0.0001498434,0.002657421,0.0002855634,0.0003588985,0.00007909894,0.00003525981,0.0003097246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06116532,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2512024884","doi":"10.1016/j.jhsa.2016.07.109","title":"Defining and Measuring Patient Satisfaction","year":2016,"lang":"en","type":"review","venue":"The Journal Of Hand Surgery","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":86,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Patient satisfaction; Medicine; Context (archaeology); Component (thermodynamics); Construct (python library); Outcome (game theory); Patient care; Field (mathematics); Everyday life; Nursing; Computer science; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.1870099441318428,"gpt":0.4284551095706487,"spread":0.2414451654388059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003455829,0.000263593,0.001498805,0.0004026523,0.001031757,0.0000124457,0.00008926133,0.0003047529,0.0001692579],"category_scores_gemma":[0.001170193,0.0001294826,0.0003099212,0.0001605431,0.000076813,0.0001797828,0.00007894515,0.001335787,0.0001005329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696012,"about_ca_system_score_gemma":0.001147165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000778078,"about_ca_topic_score_gemma":0.00003421872,"domain_scores_codex":[0.9936823,0.003236984,0.00208434,0.0001291724,0.0004802344,0.0003869614],"domain_scores_gemma":[0.9842352,0.01151425,0.00350209,0.0002545029,0.0003169972,0.0001769236],"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":[0.00002803048,0.000002132958,0.01685301,0.005721907,0.00009053441,0.000006934502,0.000521957,1.798519e-7,2.832655e-7,0.0000229446,0.002694474,0.9740576],"study_design_scores_gemma":[0.0001395556,0.00005270138,0.007564668,0.09524989,0.0003287535,0.0002956576,0.0003410652,2.480704e-7,6.447597e-7,0.0001458507,0.8956776,0.0002033114],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005215983,0.9898102,0.00005444621,0.000125728,0.004150636,0.0004207361,0.00003072925,0.0000136955,0.0001778353],"genre_scores_gemma":[0.003802283,0.9955447,0.00002178271,0.00007573485,0.0004227908,0.00002401718,0.000001882873,0.0000450226,0.00006184126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9738543,"threshold_uncertainty_score":0.7935547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2622458158","doi":"10.1590/1413-81232017226.14282016","title":"Desempenho da Atenção Primária à Saúde segundo o instrumento PCATool: uma revisão sistemática","year":2017,"lang":"pt","type":"review","venue":"Ciência & Saúde Coletiva","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"SciELO; Family health; Primary health care; MEDLINE; Nursing; Competence (human resources); Inclusion (mineral); Medicine; Primary care; Inclusion and exclusion criteria; Psychology; Family medicine; Alternative medicine; Population; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.2830992959097985,"gpt":0.4798737297294591,"spread":0.1967744338196605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005125791,0.003691648,0.009180256,0.001362924,0.008751575,0.0006171184,0.004594669,0.005413361,0.009123936],"category_scores_gemma":[0.007620383,0.003618292,0.002426713,0.001553669,0.001110223,0.001081305,0.002905618,0.00940936,0.03093888],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008597989,"about_ca_system_score_gemma":0.01298989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484742,"about_ca_topic_score_gemma":0.0005974936,"domain_scores_codex":[0.9683304,0.01043263,0.008602015,0.004407651,0.00312876,0.005098581],"domain_scores_gemma":[0.9711044,0.004254603,0.01086625,0.0086631,0.001885936,0.003225685],"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":[0.0003508394,0.000353335,0.05920544,0.1475598,0.001097917,0.0002271404,0.002067399,0.000001504862,0.00001142958,0.004686159,0.07412528,0.7103137],"study_design_scores_gemma":[0.002100175,0.0004718279,0.02165101,0.1229294,0.001567095,0.00008642128,0.000470916,0.00002939878,0.000007105111,0.0002627966,0.8477414,0.002682487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003146992,0.8758794,0.0002588946,0.007138819,0.02434028,0.03117971,0.003214846,0.001173654,0.05366739],"genre_scores_gemma":[0.01636951,0.9334155,0.0007731026,0.0029102,0.004021763,0.005448275,0.00235855,0.001125506,0.03357765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7736161,"threshold_uncertainty_score":0.9975805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115484676","doi":"10.1155/2020/6621848","title":"Patient Satisfaction in Medicine and Dentistry","year":2020,"lang":"en","type":"review","venue":"International Journal of Dentistry","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Ajman University","keywords":"Patient satisfaction; Feeling; MEDLINE; Medicine; Health care; Perception; Intervention (counseling); Dental care; Psychology; Family medicine; Nursing; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.1931752912114389,"gpt":0.5335732337843623,"spread":0.3403979425729233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004417705,0.0003124085,0.001393979,0.000675426,0.0001140396,0.0000193401,0.0003088616,0.0004729095,0.0006629826],"category_scores_gemma":[0.0009990295,0.0002633453,0.0002123871,0.0002303727,0.00008111729,0.0002656436,0.0002008164,0.002242641,0.0001238248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190236,"about_ca_system_score_gemma":0.0007549818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003003453,"about_ca_topic_score_gemma":0.0001937975,"domain_scores_codex":[0.9948211,0.0007662537,0.002836236,0.000291654,0.001019957,0.0002648452],"domain_scores_gemma":[0.9946909,0.0009333313,0.003398196,0.0001599554,0.0005627704,0.0002548303],"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":[0.00003930312,0.00001450057,0.04280074,0.005350733,0.0002703132,0.001766492,0.0005897119,6.352284e-7,0.000001320453,0.0002015732,0.004305859,0.9446588],"study_design_scores_gemma":[0.0008519149,0.000121677,0.02279277,0.04508059,0.0002093053,0.002558654,0.0007276551,0.000002799549,2.275263e-7,0.0003784403,0.9270612,0.0002147821],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002316947,0.9773648,0.0001026118,0.0006952729,0.01841567,0.0004949889,0.0001495933,0.00001746239,0.0004426958],"genre_scores_gemma":[0.005140838,0.9926412,0.0002179154,0.0002287058,0.001539643,0.0000380599,0.00004062536,0.00004342211,0.0001095521],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9444441,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901716831","doi":"10.1080/09638288.2018.1501102","title":"Determinants of patient satisfaction in outpatient musculoskeletal physiotherapy: a systematic, qualitative meta-summary, and meta-synthesis","year":2018,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"","keywords":"CINAHL; Critical appraisal; Patient satisfaction; MEDLINE; Cochrane Library; Scopus; Qualitative research; Medicine; Data extraction; Construct (python library); Meta-analysis; PsycINFO; Physical therapy; Clinical psychology; Psychology; Nursing; Alternative medicine; Psychological intervention","retraction":null,"screen_n_in":null,"score":{"opus":0.07383695949936003,"gpt":0.4545255319947717,"spread":0.3806885724954117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00241051,0.0002868061,0.001318044,0.0001552853,0.0003868222,0.000007057716,0.00005469619,0.0002388029,0.0002694755],"category_scores_gemma":[0.003583468,0.0002059316,0.0002470674,0.0002871453,0.001108807,0.0003865577,0.00006525577,0.0002669684,0.000007802452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274576,"about_ca_system_score_gemma":0.00006435028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005789097,"about_ca_topic_score_gemma":0.008655093,"domain_scores_codex":[0.9910282,0.005958029,0.001703106,0.0005656027,0.0004200426,0.0003250385],"domain_scores_gemma":[0.9888796,0.009364162,0.0007815801,0.0004490051,0.0004020647,0.000123539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002088859,0.0001627874,0.8400772,0.03048043,0.000528333,1.156247e-7,0.1254862,0.000004056853,0.00005509219,0.0006101405,0.00002480541,0.002361953],"study_design_scores_gemma":[0.0005010913,0.001277421,0.9248999,0.0007940732,0.001883609,4.353336e-7,0.06563055,0.0002220325,0.00007646219,0.004476205,0.00001685123,0.0002213346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994881,0.0004645518,0.00003852263,0.0007028839,0.0002495099,0.003409287,0.0001511584,0.00003805965,0.00006505972],"genre_scores_gemma":[0.9938803,0.00004070867,0.001401906,0.00006676187,0.00002562801,0.004544241,0.000005101891,0.00002160114,0.00001377201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08482269,"threshold_uncertainty_score":0.8751422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022099759","doi":"10.1097/00001786-200301000-00007","title":"Patients' Satisfaction and Importance Ratings of Quality in an Outpatient Oncology Center","year":2003,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Patient satisfaction; Medicine; Pharmacist; Quality (philosophy); Family medicine; Center (category theory); Ambulatory care; Patient care; Outpatient clinic; MEDLINE; Internal medicine; Oncology; Nursing; Emergency medicine; Pharmacy; Health care","retraction":null,"screen_n_in":null,"score":{"opus":0.1601410352823255,"gpt":0.541044836021343,"spread":0.3809038007390175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002616491,0.0001660209,0.000673275,0.0002208504,0.0002495368,0.000005485461,0.00007624299,0.0003061743,0.00006485399],"category_scores_gemma":[0.001658851,0.0001541748,0.00007478996,0.0002023781,0.0001187107,0.0004297274,0.00001420709,0.001005181,0.000001485613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078348,"about_ca_system_score_gemma":0.0005312763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006092274,"about_ca_topic_score_gemma":0.001605026,"domain_scores_codex":[0.9907003,0.005442113,0.002716396,0.0002379219,0.0005498866,0.0003534056],"domain_scores_gemma":[0.9939991,0.0007410354,0.003319144,0.0002665509,0.001445718,0.0002284624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003438818,0.0002097081,0.9430662,0.0003594992,0.000008681323,0.00000124835,0.03749102,0.000007759067,0.0001226766,0.0009427945,0.0001242779,0.01732225],"study_design_scores_gemma":[0.002509174,0.001046768,0.9457904,0.0006830151,0.0000141498,0.000003407918,0.04874917,0.000001807031,0.00005252734,0.0007437626,0.000279526,0.0001262536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950922,0.0002364658,0.00009167204,0.0003372583,0.002913238,0.0005134197,0.00004784469,0.00001178055,0.0007561604],"genre_scores_gemma":[0.9979481,0.00003207561,0.001535687,0.0003427115,0.00009646911,0.000009392638,0.00001401179,0.00001668504,0.000004831698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.017196,"threshold_uncertainty_score":0.6287068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171578198","doi":"10.1111/j.1365-2923.2008.03127.x","title":"Changes in performance: a 5‐year longitudinal study of participants in a multi‐source feedback programme","year":2008,"lang":"en","type":"article","venue":"Medical Education","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Variance (accounting); Explained variation; Construct validity; Confirmatory factor analysis; Psychology; Consistency (knowledge bases); Internal consistency; Test (biology); Medicine; Family medicine; Clinical psychology; Psychometrics; Statistics; Structural equation modeling; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.2692486323375526,"gpt":0.4993634286122288,"spread":0.2301147962746762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008387706,0.0001022617,0.0002568844,0.0002677285,0.0001638441,0.000001111361,0.0001201716,0.0001790202,0.0004795514],"category_scores_gemma":[0.00178608,0.00009324426,0.00001346841,0.0005701567,0.000071638,0.00008000809,0.00004967753,0.0006486799,0.00007528519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215758,"about_ca_system_score_gemma":0.001693056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007128514,"about_ca_topic_score_gemma":0.02996259,"domain_scores_codex":[0.997462,0.0005572177,0.0006700462,0.0002421356,0.0005548912,0.0005137444],"domain_scores_gemma":[0.9990475,0.0001968451,0.0002112492,0.0002131099,0.0001372222,0.0001940619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005789761,0.001281808,0.9465055,0.0002551668,0.000003164854,0.00000179641,0.03864978,0.000004899684,0.000001238364,0.000003830294,0.0003395403,0.01289531],"study_design_scores_gemma":[0.00177703,0.0002856685,0.9729338,0.0005283629,0.00000379836,0.000001153909,0.02306497,0.0009490265,0.000003420239,0.000002847042,0.0003763383,0.0000736261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960879,0.00005561391,0.00001176752,0.001451039,0.0007357196,0.001543878,0.000001069993,0.0000302472,0.00008276963],"genre_scores_gemma":[0.9976736,0.00007916883,0.0001603537,0.0004213934,0.0001063249,0.001334794,0.00001180917,0.00001347205,0.0001991063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0264282,"threshold_uncertainty_score":0.9994831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980693616","doi":"10.1097/01.nnr.0000270025.52242.70","title":"Understanding and Measuring Patients' Assessment of the Quality of Nursing Care","year":2007,"lang":"en","type":"article","venue":"Nursing Research","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Center for Research Resources; National Institute of Nursing Research","keywords":"Medicine; Construct validity; Exploratory factor analysis; Scale (ratio); Nursing care; Quality (philosophy); Nursing; Test (biology); Content validity; Internal consistency; Family medicine; Psychometrics; Patient satisfaction; Clinical psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.7429015452144284,"gpt":0.6615055720685526,"spread":0.08139597314587577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005269167,0.00009345126,0.0002437939,0.0002902363,0.001408531,0.000005292512,0.000173054,0.0001729642,0.00002318734],"category_scores_gemma":[0.0009422849,0.00007541729,0.00004739482,0.0005873105,0.0005500546,0.00009072263,0.0000690021,0.001134764,0.000001020854],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003899863,"about_ca_system_score_gemma":0.0004966836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004790007,"about_ca_topic_score_gemma":0.0001609735,"domain_scores_codex":[0.9947719,0.002005495,0.0007915532,0.0002421932,0.001559935,0.0006289248],"domain_scores_gemma":[0.9956983,0.00228068,0.0003515823,0.000404649,0.001131584,0.0001331981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006527444,0.00005420193,0.9534847,0.0006736668,0.000005792867,9.932558e-8,0.02346429,0.000004779808,0.0007372001,0.01026409,0.0001398385,0.01110606],"study_design_scores_gemma":[0.0005461525,0.00008591155,0.9053829,0.004268588,0.000005369856,1.383117e-7,0.08581575,0.00002167679,0.000419794,0.003387676,0.000008629738,0.00005746832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657344,0.0001782956,0.001737121,0.0004441793,0.0008977205,0.00101493,0.00001912773,0.00001964912,0.02995458],"genre_scores_gemma":[0.9993286,0.00001111758,0.0005231698,0.00001322366,0.00005656889,0.00001099217,0.000004239679,0.00001855485,0.00003351565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06235146,"threshold_uncertainty_score":0.999924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150163863","doi":"","title":"Geography and service supply do not explain socioeconomic gradients in angiography use after acute myocardial infarction.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Socioeconomic status; Myocardial infarction; Odds ratio; Confidence interval; Angiography; Emergency medicine; Infarction; Prospective payment system; Internal medicine; Demography; Finance; Payment; Environmental health; Population","retraction":null,"screen_n_in":null,"score":{"opus":0.03652843517047605,"gpt":0.3071152452013131,"spread":0.2705868100308371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006799477,0.0002408438,0.000327807,0.0007882703,0.0004452002,0.00003141856,0.0000996661,0.000300133,0.0001919256],"category_scores_gemma":[0.00007881306,0.0002559916,0.0001676718,0.0005199198,0.00007150124,0.0006149312,0.00006772481,0.0006012122,0.00008991089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002269219,"about_ca_system_score_gemma":0.00006621314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551717,"about_ca_topic_score_gemma":0.001184536,"domain_scores_codex":[0.9968327,0.0008397344,0.0006560289,0.0005030309,0.0002008679,0.0009676021],"domain_scores_gemma":[0.9985739,0.0003652747,0.0002148135,0.0003650495,0.0001202193,0.0003607585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507914,0.00001784675,0.9938162,0.00007825969,0.0001083808,0.000003227808,0.00201572,0.000002314928,8.15588e-7,0.0001927536,0.001072401,0.002541275],"study_design_scores_gemma":[0.001446249,0.00001520892,0.9834934,0.0000232693,0.00003797843,0.000002838473,0.00046451,0.000003707159,0.000002638272,0.0004453819,0.01383281,0.0002319505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919893,0.0003251813,0.000005080251,0.002035603,0.00223345,0.002605889,0.0002919248,0.00009382439,0.0004197324],"genre_scores_gemma":[0.9814238,0.000486271,0.0001713911,0.006997545,0.0000979666,0.0106829,0.0000444767,0.00003974927,0.00005587942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01276041,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2961719723","doi":"10.1186/s12912-019-0348-9","title":"Patient satisfaction with nursing care in Ethiopia: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"BMC Nursing","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; Nursing research; PsycINFO; Patient satisfaction; Meta-analysis; Cochrane Library; Nursing; MEDLINE; Family medicine; Nursing care; Nursing Outcomes Classification; Psychological intervention; Team nursing; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.2559333612402461,"gpt":0.5069374959645648,"spread":0.2510041347243188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008576912,0.0008207407,0.01078581,0.001112201,0.0005460908,0.00002603475,0.0001443855,0.0007821232,0.0001961218],"category_scores_gemma":[0.0003052623,0.0005639138,0.001194975,0.001940061,0.00008774849,0.0002209293,0.00003760438,0.002011202,0.0001262316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003380663,"about_ca_system_score_gemma":0.001164174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005483441,"about_ca_topic_score_gemma":0.00202344,"domain_scores_codex":[0.9878982,0.006579036,0.002994501,0.001044551,0.0007246914,0.0007590374],"domain_scores_gemma":[0.9936082,0.001549635,0.00300674,0.001237095,0.0003751657,0.0002231548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007264062,0.00001213774,0.0008034093,0.9672208,0.007947096,0.000002411283,0.005268262,0.000006761326,1.961102e-9,0.00007078697,0.00004751036,0.0186135],"study_design_scores_gemma":[0.0001162522,0.00007296496,0.0002097504,0.499491,0.494442,0.00001346163,0.004414566,0.000004395436,4.417512e-9,0.000009333696,0.0008641026,0.0003622039],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001505174,0.982034,0.0001678718,0.0001069865,0.0005124656,0.01633443,0.0001602004,0.00009801798,0.0005709995],"genre_scores_gemma":[0.0003422162,0.9949187,0.0008824361,0.0001339979,0.00003877327,0.003220492,0.0001782558,0.0001249617,0.0001601522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4864949,"threshold_uncertainty_score":0.9996812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001175314","doi":"10.1377/hlthaff.2010.0113","title":"Patient Experience Should Be Part Of Meaningful-Use Criteria","year":2010,"lang":"en","type":"article","venue":"Health Affairs","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Meaningful use; Phone; Health care; Medical record; Electronic health record; Test (biology); Health records; Health information technology; Patient experience; Patient portal; Medicine; Family medicine; Nursing; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1896555751221975,"gpt":0.4750118810834117,"spread":0.2853563059612142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007350009,0.0002594087,0.0005277599,0.0001956063,0.0009567846,0.000009191087,0.0002134532,0.0003419157,0.002952586],"category_scores_gemma":[0.001161998,0.0002469873,0.00008585074,0.0003567073,0.0001728088,0.0003691008,0.0001483101,0.001429514,0.0001420049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023543,"about_ca_system_score_gemma":0.001043505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003513564,"about_ca_topic_score_gemma":0.002805522,"domain_scores_codex":[0.9953178,0.0007901149,0.001638281,0.0005137425,0.0006616317,0.001078467],"domain_scores_gemma":[0.9960924,0.000802611,0.00099225,0.0009155449,0.0004498622,0.0007472713],"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":[0.0001677365,0.0001065081,0.8011808,0.001385875,0.00001343328,0.000005209895,0.07460774,0.000004781397,0.001058853,0.006424617,0.109228,0.005816475],"study_design_scores_gemma":[0.001420317,0.0009840153,0.2773471,0.001060763,0.00001201784,0.00001061586,0.06067285,0.0002619978,0.0008387547,0.0003606791,0.6563839,0.0006469812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737599,0.00009838518,0.000101057,0.01019748,0.00945044,0.001874285,0.0002570846,0.0002730637,0.003988222],"genre_scores_gemma":[0.9902487,0.00008610926,0.002962109,0.005517725,0.0002739626,0.0005585577,0.00005296378,0.00005319472,0.0002466798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.547156,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971107461","doi":"10.1007/s11136-009-9494-y","title":"Measuring patient satisfaction in oncology palliative care: psychometric properties of the FAMCARE-patient scale","year":2009,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"National Cancer Institute","keywords":"Medicine; Palliative care; Patient satisfaction; Psychological intervention; Hospital Anxiety and Depression Scale; Exploratory factor analysis; Quality of life (healthcare); Scale (ratio); Anxiety; Psychometrics; Intervention (counseling); Physical therapy; Clinical psychology; Family medicine; Psychiatry; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.6371560783053984,"gpt":0.5661936299775543,"spread":0.07096244832784415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003444099,0.0001601258,0.0005928549,0.0008005819,0.0006102842,0.000004585061,0.0002736232,0.0003255317,0.00006611344],"category_scores_gemma":[0.005290466,0.0001180836,0.0001171822,0.002155002,0.0002741709,0.0001348419,0.0001748979,0.001638652,0.00002843903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886596,"about_ca_system_score_gemma":0.001595523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01925416,"about_ca_topic_score_gemma":0.006568558,"domain_scores_codex":[0.9852917,0.009584436,0.001921239,0.0003952128,0.002100016,0.0007073786],"domain_scores_gemma":[0.9947322,0.001470271,0.0008624216,0.0006670234,0.002073714,0.0001943901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004187605,0.0001161547,0.8957818,0.0009772363,0.00001216704,1.676032e-7,0.04868421,0.00005848261,0.002277845,0.0002312505,0.0002025418,0.05123939],"study_design_scores_gemma":[0.0007280763,0.0007639403,0.9454965,0.0007847049,0.000002728249,8.097075e-8,0.04893692,0.00001585783,0.002493599,0.0003738763,0.0003015966,0.0001021237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990148,0.001400112,0.00001010651,0.002868111,0.0006163758,0.002536692,0.00004595582,0.00002541107,0.002349216],"genre_scores_gemma":[0.9990861,0.0001905452,0.0001580427,0.0002294237,0.00005682938,0.0002370083,0.000003226728,0.00001495465,0.00002382757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05113727,"threshold_uncertainty_score":0.9872767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002502873","doi":"10.1177/0269216310373168","title":"The development and validation of a novel questionnaire to measure patient and family satisfaction with end-of-life care: the Canadian Health Care Evaluation Project (CANHELP) Questionnaire","year":2010,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Jewish General Hospital; St. Paul's Hospital; Hôpital Maisonneuve-Rosemont; University of British Columbia; Université de Montréal; University of Alberta; Queen Elizabeth II Health Sciences Centre; Queen's University; McMaster University; Kingston General Hospital; Clinical Evaluation Research Unit","funders":"Canadian Institutes of Health Research; Canada Research Chairs; McGill University; Heart and Stroke Foundation of Canada","keywords":"Cronbach's alpha; Medicine; Construct validity; Quality of life (healthcare); Family medicine; Questionnaire; Patient satisfaction; Clinical psychology; Nursing; Psychometrics","retraction":null,"screen_n_in":null,"score":{"opus":0.1151608053322897,"gpt":0.423201997353058,"spread":0.3080411920207683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001779548,0.0002192297,0.0003307663,0.0002231618,0.002066661,0.000008207388,0.00009036027,0.0001395481,0.000008737105],"category_scores_gemma":[0.002033762,0.0001246376,0.00001536739,0.0004232406,0.0003159675,0.00009216329,0.00003579125,0.0006044606,0.000001483478],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153831,"about_ca_system_score_gemma":0.007583752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3747885,"about_ca_topic_score_gemma":0.9200422,"domain_scores_codex":[0.9965175,0.0008921959,0.0008796919,0.0003360504,0.001019043,0.00035548],"domain_scores_gemma":[0.9956312,0.0004305219,0.0008011732,0.0003113055,0.002500226,0.0003256221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009686155,0.000005322795,0.7443885,0.0004210411,0.00003171036,8.689923e-8,0.1677104,0.00002769765,0.00009477153,0.0007485281,0.0001686084,0.08630646],"study_design_scores_gemma":[0.001134725,0.0005239922,0.944613,0.001830515,0.0000375627,7.683805e-7,0.05055638,0.00008515617,0.00006501591,0.00002438779,0.001011185,0.0001172852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798998,0.003092763,0.0008363197,0.009963919,0.0009005132,0.005041204,0.00007082876,0.0000281682,0.0001664794],"genre_scores_gemma":[0.9969751,0.00007982902,0.001250235,0.0006629831,0.0001113724,0.0008194888,0.00007476113,0.00002177081,0.000004516708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5452537,"threshold_uncertainty_score":0.9992325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}