{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":116,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":116,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3500915b6037","filters":{"venue":"Professional Case Management"}},"results":[{"id":"W2791375545","doi":"10.1097/ncm.0000000000000245","title":"Predictors of Caregiver Distress in the Community Setting Using the Home Care Version of the Resident Assessment Instrument","year":2018,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Home and Community Care Support Services","funders":"","keywords":"Odds; Distress; Medicine; Logistic regression; Activities of daily living; Dementia; Anger; Caregiver burden; Mood; Odds ratio; Multivariate analysis; Gerontology; Family medicine; Psychology; Clinical psychology; Psychiatry; Disease","authors":[{"name":"Tim Pauley","is_ca":true},{"name":"Byung Wook Chang","is_ca":false},{"name":"Anne Wojtak","is_ca":false},{"name":"Gayle Seddon","is_ca":false},{"name":"John P. Hirdes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04253983306487143,"gpt":0.3968747611864742,"spread":0.3543349281216028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001844159,0.0001661218,0.0002224672,0.0001041875,0.002114427,0.000009371784,0.0006399294,0.00009103605,0.0000814672],"category_scores_gemma":[0.000036698,0.00008071729,0.0001109569,0.000447969,0.000276639,0.00006792436,0.001150629,0.0007890858,0.000002416566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004396588,"about_ca_system_score_gemma":0.0001690754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004598343,"about_ca_topic_score_gemma":0.001388205,"domain_scores_codex":[0.9952199,0.002911652,0.0005911766,0.0001809467,0.0007654855,0.000330828],"domain_scores_gemma":[0.9978235,0.0005725964,0.0004878167,0.0008467722,0.0002340524,0.00003528433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004888449,0.0006005975,0.4951499,0.00383173,0.00025911,0.000149004,0.4615145,0.0001776476,0.0002112758,0.002890633,0.02712525,0.007601496],"study_design_scores_gemma":[0.0009525757,0.0001054777,0.3570778,0.0013695,0.0001618699,0.00001155928,0.6375666,0.0001013905,0.0001003224,0.0001991839,0.002247154,0.0001065939],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915155,0.0001307502,0.00002172664,0.001503605,0.002492236,0.001596496,0.00008358913,0.00001213331,0.00264394],"genre_scores_gemma":[0.9991683,0.00001469015,0.0001202935,0.0001712464,0.000156117,0.00008388101,0.00002823662,0.00001351193,0.0002436666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1760521,"threshold_uncertainty_score":0.9991847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2932702115","doi":"10.1097/ncm.0000000000000346","title":"Addressing Spiritual and Religious Influences in Care Delivery","year":2019,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Workers Compensation Board of British Columbia","funders":"","keywords":"Blueprint; Multiculturalism; Certification; Health care; Psychology; Nursing; Managed care; Affect (linguistics); Public relations; Medicine; Political science; Pedagogy","authors":[{"name":"Jeannie LeDoux","is_ca":false},{"name":"Chikita Mann","is_ca":true},{"name":"Michael Demoratz","is_ca":false},{"name":"Jared Young","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05363926778976099,"gpt":0.3925055913663837,"spread":0.3388663235766227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006300253,0.0001197096,0.0001613434,0.0001625456,0.0003308192,0.00005951621,0.0001531908,0.0001163216,0.0001040028],"category_scores_gemma":[0.00002093224,0.0001089407,0.00003673437,0.0002150933,0.0001776108,0.0001612275,0.0001633574,0.0001686177,0.00008450069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007937219,"about_ca_system_score_gemma":0.00005666385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005533455,"about_ca_topic_score_gemma":0.005076554,"domain_scores_codex":[0.9984046,0.0003038478,0.0002460416,0.0003608794,0.0003548242,0.0003298152],"domain_scores_gemma":[0.999492,0.0001109748,0.0000742542,0.0001683028,0.00006029604,0.00009418438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002688145,0.000289461,0.6924897,0.0008622596,0.00007665342,0.006196934,0.1727325,0.00008075288,0.00004398614,0.04726226,0.02344647,0.05625011],"study_design_scores_gemma":[0.003593219,0.0002121718,0.2525411,0.001224178,0.00007282093,0.0001939521,0.5537246,0.0000435314,0.00002165696,0.01530647,0.1720142,0.001052086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456806,0.003305612,0.000002986564,0.001723316,0.0009795992,0.0005412038,0.000003514511,0.00003917783,0.04772398],"genre_scores_gemma":[0.9964104,0.0005199138,0.0002214653,0.001435778,0.0001169342,0.00003747566,0.000005690413,0.000008267714,0.001244027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4399487,"threshold_uncertainty_score":0.8364967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123279912","doi":"10.1097/ncm.0000000000000484","title":"Case Management on the Front Lines of COVID-19","year":2021,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Medicine; Psychosocial; Health care; Intervention (counseling); Case management; Asymptomatic; Pandemic; Acute care; Intensive care medicine; Disease; Nursing; Family medicine; Coronavirus disease 2019 (COVID-19); Medical emergency; Infectious disease (medical specialty); Psychiatry; Surgery; Pathology","authors":[{"name":"Michelle Baker","is_ca":true},{"name":"Sheila A. Nelson","is_ca":true},{"name":"Jean Krsnak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09591312301144841,"gpt":0.4308075789327297,"spread":0.3348944559212813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001221665,0.0002482235,0.0003200878,0.000188284,0.001455438,0.00001352358,0.0002086799,0.0001219392,0.003818637],"category_scores_gemma":[0.0001363588,0.0001643069,0.0001611755,0.0003790021,0.00007400627,0.00004789556,0.0007011472,0.0004542144,0.0003335404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002891706,"about_ca_system_score_gemma":0.0002002164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002537786,"about_ca_topic_score_gemma":0.0002741039,"domain_scores_codex":[0.9968638,0.0009109149,0.0006742918,0.0004834162,0.0005681477,0.0004993887],"domain_scores_gemma":[0.9976421,0.0008554311,0.0002881277,0.0008010776,0.0001887938,0.0002244441],"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":[0.0004514703,0.0007816337,0.0006055794,0.003760479,0.0004477378,0.1951235,0.007918959,0.00009807286,0.00001790598,0.09795612,0.6786956,0.014143],"study_design_scores_gemma":[0.003728618,0.0001769816,0.001486978,0.001094301,0.0006219135,0.003946286,0.3043183,0.0002017645,0.00015065,0.008566274,0.6750906,0.0006173206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7171822,0.001905635,0.002151611,0.08611261,0.01363945,0.006585155,0.0002774943,0.0003557765,0.17179],"genre_scores_gemma":[0.8941666,0.0002199421,0.001603962,0.007847656,0.0004146898,0.0007634568,0.00008207215,0.00004393752,0.09485772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2963994,"threshold_uncertainty_score":0.9998446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4303446688","doi":"10.1097/ncm.0000000000000590","title":"Addressing Social Determinants of Health","year":2022,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission; 123 Certification (Canada)","funders":"","keywords":"Health care; Public relations; Business; Social determinants of health; Nursing; Psychology; Medicine; Public health; Political science","authors":[{"name":"Vivian Campagna","is_ca":true},{"name":"Ellen Mitchell","is_ca":true},{"name":"Jean Krsnak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4751109470247583,"gpt":0.5619227468289817,"spread":0.08681179980422338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002255619,0.000132503,0.0003422515,0.0002342678,0.00815865,0.000003259703,0.000199798,0.00005927853,0.003044655],"category_scores_gemma":[0.00002213352,0.0001342738,0.00008087351,0.0003513579,0.00005343055,0.00008060228,0.001138506,0.0006849191,0.00005012015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003757371,"about_ca_system_score_gemma":0.0003122181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000433719,"about_ca_topic_score_gemma":0.0001464302,"domain_scores_codex":[0.9960163,0.001587462,0.0009685541,0.0002756377,0.000597289,0.0005547378],"domain_scores_gemma":[0.9987465,0.0001505156,0.0007137184,0.0002155013,0.00007636232,0.00009747333],"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":[0.0009174643,0.002515423,0.1523151,0.01610976,0.0002286301,0.003252519,0.107068,0.0002440138,0.00001245922,0.2295925,0.3342251,0.153519],"study_design_scores_gemma":[0.00641864,0.0006463404,0.189945,0.001277024,0.0001419195,0.0002711939,0.3315408,0.002589248,0.000007474263,0.01381189,0.4524339,0.0009166598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694552,0.0005168231,0.0001024419,0.007983996,0.004397184,0.002869017,0.0004116766,0.0001408183,0.01412283],"genre_scores_gemma":[0.9917356,0.00001171964,0.0006318368,0.002681748,0.0001261397,0.0006527984,0.0000629304,0.00002130465,0.004075943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2244728,"threshold_uncertainty_score":0.9978667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1152338663","doi":"10.1097/ncm.0000000000000022","title":"Annual Conference Report","year":2014,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Excellence; Case management; Network management; Library science; Political science; Public administration; Business; Computer science; Law; Process management","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1937437330764311,"gpt":0.5067212992877335,"spread":0.3129775662113023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001447135,0.000109686,0.0001688309,0.00007445746,0.0001055051,0.00001049752,0.00005390509,0.00004457805,0.0008569396],"category_scores_gemma":[0.0008377215,0.00008852349,0.00005788638,0.0001079019,0.00003567528,0.000128877,0.0002000103,0.0001850039,0.0002088175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004781741,"about_ca_system_score_gemma":0.00005093499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004436209,"about_ca_topic_score_gemma":0.00001490532,"domain_scores_codex":[0.9983339,0.0001056931,0.0006383113,0.0003051547,0.0004330783,0.0001838276],"domain_scores_gemma":[0.9987985,0.0002469371,0.0002035076,0.0003558512,0.0002585968,0.0001365864],"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":[0.001109525,0.001484709,0.01550939,0.0008219305,0.0003743442,0.09686073,0.0008017345,0.00001995638,0.0001849532,0.03270647,0.3530597,0.4970666],"study_design_scores_gemma":[0.004794304,0.0004590225,0.04394001,0.0002907265,0.000557059,0.0266632,0.008141128,0.003545273,0.0001339803,0.004704961,0.9063872,0.0003830921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8601094,0.00003240294,0.0334273,0.04538762,0.002509924,0.00207639,0.00003762402,0.0002626122,0.05615667],"genre_scores_gemma":[0.9674842,0.000006435515,0.01065597,0.004025596,0.0002787719,0.00006889261,0.0001184962,0.00001444019,0.01734716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5533275,"threshold_uncertainty_score":0.9382887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015100623","doi":"10.1097/ncm.0000000000000429","title":"Understanding the Increasing Role and Value of the Professional Case Manager","year":2020,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Sample (material); Descriptive statistics; Knowledge management; Medical education; Function (biology); Psychology; Case management; Medicine; Nursing; Computer science; Management","authors":[{"name":"Hussein M. Tahan","is_ca":true},{"name":"MaryBeth Kurland","is_ca":true},{"name":"Michelle Baker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08591552255124885,"gpt":0.4053987702375111,"spread":0.3194832476862623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001422415,0.0002446244,0.0002453317,0.00009242719,0.003220637,0.00002389798,0.0002836581,0.0001515626,0.0005589022],"category_scores_gemma":[0.0002127179,0.0001344841,0.0000895308,0.0006290145,0.0001834365,0.0001880365,0.001082041,0.0008669801,0.00004584075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349017,"about_ca_system_score_gemma":0.0004019352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001752382,"about_ca_topic_score_gemma":0.00009962142,"domain_scores_codex":[0.9959709,0.001905923,0.0007018332,0.0004023815,0.0006186753,0.0004002857],"domain_scores_gemma":[0.9979985,0.0007959655,0.0004706059,0.0003777826,0.0001828082,0.0001743356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001785925,0.0004615474,0.03560145,0.002492718,0.0003875827,0.002729748,0.06109269,0.0001721182,0.0008698236,0.8311082,0.05995825,0.003339972],"study_design_scores_gemma":[0.003438655,0.0001376626,0.04701649,0.002948692,0.0004781082,0.002254346,0.8613442,0.01712143,0.000142756,0.02792888,0.03638609,0.0008027166],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9156058,0.0002276772,0.001101066,0.05976434,0.003680696,0.003092097,0.0000459132,0.00007592666,0.0164065],"genre_scores_gemma":[0.9822863,0.000012891,0.0005303589,0.01036957,0.0003100963,0.0003271579,0.0000130782,0.00003263506,0.006117923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8031793,"threshold_uncertainty_score":0.998077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3032132767","doi":"10.1097/ncm.0000000000000439","title":"The Evolving Role of the Professional Case Manager","year":2020,"lang":"en","type":"article","venue":"Professional Case Management","topic":"E-Learning and COVID-19","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Blueprint; Sample (material); Relevance (law); Descriptive statistics; Medical education; Knowledge management; Test (biology); Psychology; Medicine; Computer science; Management; Political science; Engineering","authors":[{"name":"Hussein M. Tahan","is_ca":true},{"name":"MaryBeth Kurland","is_ca":true},{"name":"Michelle Baker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02540396627219231,"gpt":0.3316881384632892,"spread":0.3062841721910968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001307377,0.0001369764,0.0001283499,0.00003359999,0.003306338,0.00006784812,0.0005033826,0.00007110831,0.0003755847],"category_scores_gemma":[0.0003619087,0.00007715348,0.0001292644,0.0004426126,0.0003706381,0.0001149387,0.0008055317,0.0003639671,0.00005882283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008971641,"about_ca_system_score_gemma":0.000173544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008747327,"about_ca_topic_score_gemma":0.0006493813,"domain_scores_codex":[0.9974325,0.0007954621,0.0002878513,0.0002904161,0.0008274419,0.0003662968],"domain_scores_gemma":[0.9988079,0.0004374377,0.0002021663,0.0002850531,0.00009668327,0.0001707474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002916463,0.0004321843,0.0157543,0.0005690544,0.0003404492,0.0138601,0.07978541,0.0003503716,0.00009641678,0.6398967,0.1691702,0.07945322],"study_design_scores_gemma":[0.0004992482,0.00003637155,0.002040155,0.0001800829,0.00009456956,0.0001810086,0.3052979,0.001485105,0.00003981577,0.005154998,0.6847316,0.0002591861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5710672,0.002333089,0.0001618644,0.2152355,0.00444614,0.003389518,0.00002987214,0.0003131223,0.2030238],"genre_scores_gemma":[0.9671969,0.00003010712,0.0001618292,0.002403015,0.0002525942,0.0001010754,0.000001674443,0.00001442663,0.02983831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6347417,"threshold_uncertainty_score":0.9979912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991121978","doi":"10.1097/ncm.0000000000000029","title":"Pain Management","year":2014,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Health care; Nursing; Medicine; Chronic pain; Rehabilitation; Acute care; Psychology; Psychiatry; Physical therapy","authors":[{"name":"Jolynne “Jo Carter","is_ca":false},{"name":"Annette C. Watson","is_ca":false},{"name":"Patrice V. Sminkey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01440379350807638,"gpt":0.2905324838892691,"spread":0.2761286903811928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910788,0.0002458872,0.000251223,0.0003056782,0.0002406109,0.00003134964,0.0001516869,0.00005956187,0.0005815276],"category_scores_gemma":[0.00003300175,0.0002012978,0.0001313422,0.0002951953,0.00004608346,0.00006987001,0.0004054346,0.0001788104,0.000500858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008619467,"about_ca_system_score_gemma":0.000006676754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005858084,"about_ca_topic_score_gemma":0.000002877636,"domain_scores_codex":[0.9979706,0.0002262974,0.0003289846,0.0004731298,0.0005642241,0.0004368004],"domain_scores_gemma":[0.9990008,0.00009078911,0.00008083149,0.0005870102,0.00004331849,0.0001971966],"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":[0.0004793908,0.001233456,0.01985425,0.003930861,0.0008794592,0.02760788,0.0002349263,0.0000365591,0.0000307956,0.2015469,0.2723259,0.4718396],"study_design_scores_gemma":[0.00405949,0.0002641599,0.05852927,0.0006433229,0.0005536511,0.0001648723,0.001754719,0.007949168,0.00003429765,0.005164125,0.9203501,0.0005328103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1866899,0.0002660821,0.04615573,0.01011795,0.001901255,0.004357727,0.000004918129,0.0007817729,0.7497247],"genre_scores_gemma":[0.8670015,0.00007035138,0.01446292,0.008527194,0.0002750621,0.000307558,0.00006018953,0.00004341346,0.1092518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6803116,"threshold_uncertainty_score":0.8208687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313240862","doi":"10.1097/01.pcama.0000300404.07948.86","title":"Timing Makes a Difference","year":2007,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Health care; Workers' compensation; Nursing; Odds; Medicine; Patient satisfaction; Odds ratio; Scale (ratio); Case management; Job satisfaction; Family medicine; Physical therapy; Psychology; Compensation (psychology); Logistic regression; Social psychology","authors":[{"name":"Richard Butler","is_ca":true},{"name":"William G. Johnson","is_ca":true},{"name":"Brenda Peavy Gray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02623337982949218,"gpt":0.3467606177210374,"spread":0.3205272378915452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005553674,0.00009002614,0.0001063155,0.000118599,0.0001115596,0.000005812339,0.00003186856,0.00004020904,0.0002086458],"category_scores_gemma":[0.00003377993,0.00006286033,0.00006399981,0.0001253972,0.00003770359,0.0000244097,0.00006968585,0.0001143904,0.0000635044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005428055,"about_ca_system_score_gemma":0.00001013354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008004704,"about_ca_topic_score_gemma":0.000007348941,"domain_scores_codex":[0.9991332,0.00002874496,0.0001911254,0.0001839883,0.0002711618,0.0001917504],"domain_scores_gemma":[0.9995624,0.00009478196,0.00003745254,0.0001637322,0.0000403811,0.0001012846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001157453,0.002063722,0.04005295,0.009701538,0.0003317755,0.0190334,0.002581649,0.000006004907,0.01118266,0.07904685,0.007729313,0.8271127],"study_design_scores_gemma":[0.002007226,0.0002842157,0.9772184,0.00104168,0.0001113315,0.0005627652,0.006054579,0.0006565885,0.0004359217,0.001881271,0.009457896,0.0002881286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624655,0.0000776037,0.00378685,0.001368459,0.0003922953,0.0006509623,8.28548e-7,0.00006593073,0.03119162],"genre_scores_gemma":[0.9727205,0.000005218114,0.004974179,0.0007158872,0.00009808344,0.00002894374,0.00001204252,0.000009401579,0.02143576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9371654,"threshold_uncertainty_score":0.256337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2415025933","doi":"10.1097/ncm.0000000000000138","title":"Case Management Promotion of Social Media for the Elderly Who Live Alone","year":2016,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Loneliness; Social isolation; Social media; Public relations; Promotion (chess); Isolation (microbiology); Population; Psychology; The Internet; Internet privacy; Nursing; Business; Medicine; Social psychology; Political science; Psychiatry; Computer science; World Wide Web","authors":[{"name":"Ilham Hashi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1345187644675995,"gpt":0.4212253007765638,"spread":0.2867065363089643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002017185,0.0001394179,0.0001860478,0.0001188273,0.00149604,0.00002442684,0.0002352639,0.0001066183,0.000399445],"category_scores_gemma":[0.0004990371,0.00008955011,0.00009922982,0.0002949532,0.0002948998,0.00016392,0.0001376152,0.00009224347,0.00003752226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269776,"about_ca_system_score_gemma":0.0001051205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004352761,"about_ca_topic_score_gemma":0.001583522,"domain_scores_codex":[0.9978162,0.0003746692,0.0004015044,0.0003012911,0.0006751787,0.0004311389],"domain_scores_gemma":[0.9965215,0.002635962,0.000290497,0.0002009599,0.0002359204,0.0001151241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000124334,0.000405584,0.0002515438,0.0005413088,0.0001554883,0.001054416,0.06899406,5.322668e-7,0.000005666865,0.1948348,0.01423697,0.7193953],"study_design_scores_gemma":[0.006693648,0.0006497278,0.02002637,0.00130533,0.001271165,0.0003879003,0.5316971,0.00008803738,0.0001875049,0.05159294,0.3849016,0.001198732],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8618119,0.0003419314,0.003165576,0.08805542,0.02077567,0.01791901,0.0001246052,0.000183277,0.007622628],"genre_scores_gemma":[0.9892741,0.000162763,0.001167379,0.0001209872,0.001351652,0.005285207,0.000008981508,0.00002129878,0.002607617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7181966,"threshold_uncertainty_score":0.9998039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2417315666","doi":"10.1097/ncm.0000000000000148","title":"Predicting Adverse Outcomes After Discharge From Complex Continuing Care Hospital Settings to the Community","year":2016,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Interior Health; Public Health Ontario; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Polypharmacy; Depression (economics); COPD; Logistic regression; Incidence (geometry); Heart failure; Acute care; Emergency medicine; Adverse effect; Intensive care medicine; Physical therapy; Health care; Internal medicine","authors":[{"name":"Chi‐Ling Joanna Sinn","is_ca":true},{"name":"Jake Tran","is_ca":false},{"name":"Tim Pauley","is_ca":false},{"name":"John P. Hirdes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02605025384245933,"gpt":0.3550527294088412,"spread":0.3290024755663819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008335013,0.0002912925,0.0003370826,0.0001106456,0.002223371,0.0000179561,0.0003961471,0.0001144742,0.0008728643],"category_scores_gemma":[0.0001604493,0.000152568,0.0001540379,0.0001862364,0.00006453704,0.0001571394,0.001372328,0.0006423658,0.0005862741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910827,"about_ca_system_score_gemma":0.00003364514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095203,"about_ca_topic_score_gemma":0.0009108576,"domain_scores_codex":[0.9968557,0.001026954,0.0005855813,0.0003768787,0.0004816409,0.00067325],"domain_scores_gemma":[0.9976684,0.0009388827,0.0002487009,0.0007578731,0.0001883471,0.0001977369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000355635,0.0002569394,0.6309327,0.0004903537,0.0002426726,0.0006813658,0.2409887,0.000001659335,0.00006543992,0.0004116635,0.09116593,0.03440697],"study_design_scores_gemma":[0.00154859,0.0000579491,0.5699863,0.001255258,0.0001347158,0.000004681669,0.3705345,0.000006730101,0.000009022218,0.0001776689,0.05598589,0.0002986553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969823,0.0001007205,0.0002092709,0.02166975,0.003619092,0.002181092,0.0005262407,0.0001805117,0.001690325],"genre_scores_gemma":[0.9904235,0.000005599175,0.0006876719,0.001830149,0.0004389203,0.0008977778,0.00009120671,0.00004253587,0.005582651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1295458,"threshold_uncertainty_score":0.9990756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2322470558","doi":"10.1097/ncm.0b013e31821ee840","title":"The 6 Dimensions of Promising Practice for Case Managed Supports to End Homelessness, Part 1","year":2011,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Golder Associates (Canada)","funders":"Calgary Foundation; North Carolina Museum of Natural Sciences","keywords":"Psychology; Business; Nursing; Medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08562104461341528,"gpt":0.4191235213819282,"spread":0.3335024767685129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002933999,0.0002742584,0.0005134204,0.0001476558,0.003582915,0.00001999456,0.0002580364,0.0001583479,0.0003484977],"category_scores_gemma":[0.0003937886,0.0001711737,0.000134323,0.0003676104,0.0001122534,0.0002264124,0.0006650265,0.0003963716,0.00007220305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222513,"about_ca_system_score_gemma":0.0001407417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009205902,"about_ca_topic_score_gemma":0.003592205,"domain_scores_codex":[0.9965072,0.0008041832,0.0009500367,0.0004753182,0.0004585743,0.0008047278],"domain_scores_gemma":[0.9963506,0.001692313,0.0005398256,0.0006229034,0.000531496,0.0002628265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.004222137,0.003464008,0.007204928,0.006552282,0.001524116,0.07828766,0.3014257,0.00001736107,0.0000868006,0.4293971,0.02565917,0.1421588],"study_design_scores_gemma":[0.001587896,0.0002321945,0.001015945,0.0007378732,0.0004333231,0.0001691052,0.7751736,0.00005588812,0.0001731552,0.004819972,0.2151195,0.0004815287],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620672,0.0004194717,0.001200475,0.001914964,0.004363675,0.008851789,0.0001231788,0.0001527094,0.02090649],"genre_scores_gemma":[0.9861073,0.0001278648,0.003830228,0.0003651906,0.0002355566,0.002696598,0.00002519869,0.00005855179,0.006553455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4737479,"threshold_uncertainty_score":0.9977143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2466231942","doi":"10.1097/ncm.0000000000000128","title":"Evaluation of an Integrated Cluster Care and Supportive Housing Model for Unstably Housed Persons Using the Shelter System","year":2015,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Home and Community Care Support Services","funders":"","keywords":"Supportive housing; Nursing; Service delivery framework; Service (business); Psychology; Business; Medicine; Marketing","authors":[{"name":"Tim Pauley","is_ca":true},{"name":"Judith Gargaro","is_ca":false},{"name":"Akin Falode","is_ca":false},{"name":"Nicole Beben","is_ca":false},{"name":"Liana Sikharulidze","is_ca":false},{"name":"Barbara Mekinda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2214219560758024,"gpt":0.4745707197707267,"spread":0.2531487636949242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003440524,0.0001614313,0.0003038167,0.00009985297,0.0009155655,0.00001814067,0.00009995692,0.0001238641,0.00001197378],"category_scores_gemma":[0.00005891039,0.0001047455,0.00004971233,0.0001345408,0.00006480622,0.0001812834,0.0001801932,0.0001967007,0.00000139704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005740844,"about_ca_system_score_gemma":0.00047633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006547276,"about_ca_topic_score_gemma":0.002088817,"domain_scores_codex":[0.9971362,0.001210572,0.0004234961,0.0002667164,0.0006576027,0.0003054511],"domain_scores_gemma":[0.9979838,0.0001226509,0.0002736512,0.0002209506,0.001282765,0.0001162549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001014571,0.0002920507,0.004680348,0.005649433,0.0004297311,0.0001319633,0.9058768,0.02722426,0.0000550091,0.009402923,0.0004359354,0.04480696],"study_design_scores_gemma":[0.001215807,0.00003583043,0.0000848175,0.0003341206,0.0003011809,0.000001328905,0.5374772,0.4602515,0.000007942421,0.0001359565,0.00007156247,0.00008271891],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803815,0.0002335966,0.01433669,0.00009679459,0.0005488439,0.003412822,0.0001269053,0.00004958598,0.00081319],"genre_scores_gemma":[0.9958332,0.000002363008,0.003105695,0.00007739494,0.0001083772,0.0005419798,0.00006079092,0.00003471402,0.0002354878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4330273,"threshold_uncertainty_score":0.7041882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885458659","doi":"10.1097/ncm.0000000000000309","title":"Case Managers on the Front Lines of Opioid Epidemic Response","year":2018,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission","funders":"","keywords":"Front (military); Opioid epidemic; Opioid; Front line; Business; Medicine; Political science; Geography","authors":[{"name":"Charlotte Sortedahl","is_ca":true},{"name":"Jean Krsnak","is_ca":false},{"name":"Michelle M. Crook","is_ca":true},{"name":"Lisa Scotton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03633080241971598,"gpt":0.3396477718041125,"spread":0.3033169693843966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009686606,0.0002401713,0.0002874701,0.0002087794,0.0002788986,0.00000894988,0.0001237375,0.00006627281,0.0007776469],"category_scores_gemma":[0.0001567057,0.0001413758,0.0001367144,0.0001905763,0.0001763324,0.00003868377,0.0002454857,0.0001855767,0.0003668533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402319,"about_ca_system_score_gemma":0.00006102205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009863383,"about_ca_topic_score_gemma":0.00002168373,"domain_scores_codex":[0.9981547,0.0003105145,0.000416457,0.0003830614,0.0004306964,0.0003045566],"domain_scores_gemma":[0.9983936,0.0004444222,0.0001582728,0.0007630204,0.0001235659,0.0001171367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03950514,0.007234042,0.007779172,0.003130248,0.003252038,0.5391766,0.01565569,0.00005922084,0.001253744,0.02968874,0.2855984,0.06766691],"study_design_scores_gemma":[0.04291096,0.02014252,0.1441879,0.01293759,0.008438735,0.1035032,0.1921234,0.0121669,0.03577567,0.01410923,0.4095514,0.004152526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814304,0.0002546456,0.00008380036,0.00944347,0.0006648142,0.001704925,0.00002755102,0.0000591553,0.006331199],"genre_scores_gemma":[0.9806244,0.00004862422,0.00153246,0.002445413,0.0001617644,0.0002672063,0.00001673844,0.00003322013,0.01487015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4356735,"threshold_uncertainty_score":0.8514688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100579700","doi":"10.1097/ncm.0000000000000425","title":"Roles, Training, and Qualifications of a Case Manager in the Canadian Health Care Industry","year":2020,"lang":"en","type":"review","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Training (meteorology); Business; Case manager; Case management; Health care; MEDLINE; Nursing; Nurse manager; Psychology; Medical education; Knowledge management; Computer science; Medicine; Process management; Political science","authors":[{"name":"Tobias Mwandala","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1655357236253621,"gpt":0.5328603099203064,"spread":0.3673245862949444,"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":[0.00183609,0.0004043318,0.001019022,0.0007045169,0.001751959,0.0000290026,0.0003445219,0.0006605216,0.0003150245],"category_scores_gemma":[0.00009416385,0.0002817266,0.0001316775,0.001128553,0.00008717547,0.00008783838,0.000227206,0.002663206,0.0000702657],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032353,"about_ca_system_score_gemma":0.008147069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02905985,"about_ca_topic_score_gemma":0.3428412,"domain_scores_codex":[0.9933222,0.003623117,0.001484822,0.0005590208,0.0004517754,0.0005590615],"domain_scores_gemma":[0.9975554,0.0004717645,0.0008956429,0.0005252202,0.0001944307,0.000357544],"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":[0.00001994257,0.0001260461,0.00003867498,0.03228977,0.0001587593,0.008404555,0.1100328,8.81945e-7,6.509995e-9,0.05619308,0.06408497,0.7286505],"study_design_scores_gemma":[0.000219795,0.00002752204,0.00005339484,0.008781289,0.0001634131,0.0007407014,0.2118087,0.000006389113,3.665841e-9,0.00008535464,0.7779192,0.0001942573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001299329,0.9713548,0.00001119311,0.01150021,0.001229374,0.006469451,0.0006528709,0.00003206067,0.008620057],"genre_scores_gemma":[0.02693076,0.9435077,0.0009896503,0.01209416,0.0006173382,0.0068463,0.001821909,0.0001337317,0.007058498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7284563,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2619850541","doi":"10.1097/ncm.0000000000000225","title":"Supporting the Support System","year":2017,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission","funders":"","keywords":"Computer science","authors":[{"name":"Jane Harkey","is_ca":true},{"name":"Jared Young","is_ca":false},{"name":"Jolynne “Jo” Carter","is_ca":false},{"name":"Michael Demoratz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1138089061928306,"gpt":0.4691938538751996,"spread":0.3553849476823691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001752129,0.000215496,0.0002332482,0.00008164773,0.008794243,0.00004999739,0.0006554275,0.0001356576,0.0007493334],"category_scores_gemma":[0.0006694163,0.000132765,0.0001158033,0.00006642225,0.0001479775,0.0001768501,0.001296307,0.0007220245,0.001350352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941852,"about_ca_system_score_gemma":0.0001026014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001859386,"about_ca_topic_score_gemma":0.0001063886,"domain_scores_codex":[0.9973297,0.0004659661,0.0006520469,0.0003623761,0.0004902894,0.0006995878],"domain_scores_gemma":[0.9964907,0.0007376762,0.000724378,0.001226184,0.0006829369,0.0001380893],"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":[0.0001836979,0.00007172855,0.04976427,0.002177169,0.0002033408,0.0137769,0.005010737,0.00000517661,0.000017023,0.1454091,0.771192,0.01218892],"study_design_scores_gemma":[0.002062012,0.0001461511,0.04090385,0.003455175,0.0002408402,0.0007237502,0.2544024,0.0004316375,0.00004257822,0.0008243407,0.6961527,0.0006145603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2657095,0.00005782956,0.0003216399,0.006085613,0.03015111,0.003429277,0.00009735386,0.0002808316,0.6938668],"genre_scores_gemma":[0.9389766,0.000006472109,0.0001654483,0.004503589,0.0004902852,0.0005968604,0.00004178158,0.00003011866,0.05518882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6732671,"threshold_uncertainty_score":0.9994272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947281861","doi":"10.1097/ncm.0000000000000320","title":"Factors That Influence Home Care Case Managers' Work and Workload","year":2019,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Workload; Work (physics); Nonprobability sampling; Data collection; Journaling file system; Nursing; Psychology; Business; Operations management; Medicine; Computer science; Sociology; Engineering","authors":[{"name":"Kimberly D. Fraser","is_ca":true},{"name":"Lisa Garland Baird","is_ca":true},{"name":"Daley Laing","is_ca":true},{"name":"Jonathan Lai","is_ca":true},{"name":"Neelam Saleem Punjani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03628590527858633,"gpt":0.3611200388399706,"spread":0.3248341335613842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000353657,0.0003442875,0.0003790142,0.0002833651,0.001075779,0.0000350694,0.0001693515,0.0002161458,0.0008192185],"category_scores_gemma":[0.00001628277,0.0002658653,0.0000968761,0.000441058,0.00006383525,0.0002240368,0.0006675787,0.0006257858,0.0003106081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000238315,"about_ca_system_score_gemma":0.00005386096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003384396,"about_ca_topic_score_gemma":0.0001161066,"domain_scores_codex":[0.997523,0.0003208289,0.0004123335,0.0006130086,0.0004248816,0.0007059278],"domain_scores_gemma":[0.9984608,0.0004117748,0.0002114349,0.0005550284,0.0001167016,0.0002443155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003441097,0.0001212919,0.8861554,0.003627297,0.0001990615,0.03049329,0.0320236,0.00002658991,0.000004724578,0.002092666,0.01316369,0.03174831],"study_design_scores_gemma":[0.00279226,0.0001363964,0.5046932,0.002172494,0.0002972312,0.0005847602,0.4467042,0.00001176445,0.00001192606,0.0005160412,0.04109118,0.0009885697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856488,0.00157407,0.00001696914,0.0006530402,0.003374623,0.001969273,0.00002492342,0.0001619218,0.00657641],"genre_scores_gemma":[0.9832108,0.00007459629,0.000186203,0.0004313985,0.00008236365,0.0001802149,0.00003337505,0.00004222528,0.01575884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4146806,"threshold_uncertainty_score":0.9999794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768752557","doi":"10.1097/ncm.0000000000000264","title":"Case Managers on the Front Lines of Ethical Dilemmas","year":2017,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission; 123 Certification (Canada)","funders":"","keywords":"Front (military); Business; Psychology; Engineering","authors":[{"name":"Charlotte Sortedahl","is_ca":true},{"name":"Nina Mottern","is_ca":true},{"name":"Vivian Campagna","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09172948078158986,"gpt":0.4754824666881407,"spread":0.3837529859065508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001833773,0.0002233536,0.000250809,0.0001370301,0.004778022,0.00003440334,0.0004506256,0.0002881814,0.002924759],"category_scores_gemma":[0.000471406,0.0001350948,0.0001042382,0.00009538632,0.0001911009,0.0001216615,0.0006229972,0.001305339,0.0006492981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404492,"about_ca_system_score_gemma":0.0002578032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003368374,"about_ca_topic_score_gemma":0.0004165867,"domain_scores_codex":[0.9971468,0.0008759421,0.0006621754,0.0003680362,0.0005680604,0.0003789822],"domain_scores_gemma":[0.9969078,0.000818453,0.0006799415,0.001098429,0.0003698216,0.0001254968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009208624,0.0004891123,0.002072444,0.0007684133,0.0001951689,0.01187579,0.006034893,0.000021479,0.00006949581,0.6572863,0.3129471,0.007318966],"study_design_scores_gemma":[0.008258681,0.0007380874,0.05193466,0.008866909,0.0007157971,0.002508405,0.2834348,0.006160988,0.0008480444,0.04853401,0.5858272,0.002172452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7630853,0.00003589981,0.000262889,0.1070036,0.008051242,0.002604582,0.00006062699,0.00007166924,0.1188242],"genre_scores_gemma":[0.9332499,0.0000136781,0.0005730037,0.00798688,0.000400366,0.0007699578,0.00002001204,0.00002611334,0.05696011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6087523,"threshold_uncertainty_score":0.9979867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328793369","doi":"10.1097/ncm.0b013e318209a01a","title":"Finding Common Ground in Case Management","year":2011,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Accreditation; Commission; Watson; Suite; Case management; Management; Business; Web site; Library science; European commission; Computer science; Political science; World Wide Web; Process management; European union; Law; Artificial intelligence; The Internet; Finance","authors":[{"name":"Annette C. Watson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3947011104189579,"gpt":0.513986486988551,"spread":0.119285376569593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001551758,0.0002179407,0.0002846639,0.0003691505,0.0001795831,0.00001934936,0.0001014023,0.00007434178,0.001335625],"category_scores_gemma":[0.00007125559,0.0001946501,0.00009110868,0.0003687657,0.00004456535,0.0002386832,0.0004958078,0.0003586349,0.0001937434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002573057,"about_ca_system_score_gemma":0.00002196917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007911453,"about_ca_topic_score_gemma":0.0006001338,"domain_scores_codex":[0.9974951,0.0001808538,0.001029239,0.0004619664,0.0004444268,0.0003883775],"domain_scores_gemma":[0.9988703,0.0002266312,0.0002287718,0.0004536782,0.00005644903,0.0001641707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001145406,0.001905049,0.02536276,0.0009705675,0.0003098479,0.7747758,0.001287266,0.000007193626,0.00001443028,0.01344123,0.00762842,0.173152],"study_design_scores_gemma":[0.03739344,0.001657261,0.5614547,0.003071773,0.003499674,0.1599858,0.142566,0.004522483,0.0003120701,0.01663888,0.06663357,0.002264481],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534756,0.00005955852,0.0004723413,0.001673239,0.0007254757,0.001995761,0.0000083271,0.000080046,0.04150964],"genre_scores_gemma":[0.9792352,0.00004673563,0.01348508,0.002254768,0.00009509876,0.0002475691,0.0000620992,0.00003299686,0.004540467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.61479,"threshold_uncertainty_score":0.9995773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2559556790","doi":"10.1097/ncm.0000000000000193","title":"Meeting People “Where They Are”","year":2016,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission","funders":"","keywords":"Motivational interviewing; Ambivalence; Variety (cybernetics); Health care; Public relations; Psychology; Order (exchange); Case management; Interview; Best practice; Business; Social psychology; Sociology; Political science; Computer science; Psychological intervention","authors":[{"name":"Jane Harkey","is_ca":true},{"name":"Charlotte Sortedahl","is_ca":false},{"name":"Michelle M. Crook","is_ca":true},{"name":"Patrice V. Sminkey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1551869210619089,"gpt":0.4228343969472971,"spread":0.2676474758853882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007620395,0.0002591991,0.000303768,0.0001859207,0.002055409,0.000009605759,0.0005116987,0.0001792476,0.001323713],"category_scores_gemma":[0.0002502937,0.000167245,0.00009022282,0.0002336707,0.00004716281,0.0002198857,0.001508168,0.0005188602,0.001914356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764532,"about_ca_system_score_gemma":0.0001364925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007421178,"about_ca_topic_score_gemma":0.004111123,"domain_scores_codex":[0.9956928,0.001556753,0.0008724615,0.0005105527,0.0005835745,0.0007838396],"domain_scores_gemma":[0.9962597,0.001327734,0.0006198074,0.001213208,0.0003233285,0.0002561649],"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":[0.0005064344,0.0008304102,0.6289191,0.005638999,0.0002794898,0.001736764,0.02688538,0.00001372871,0.0001983586,0.08931907,0.1979425,0.04772972],"study_design_scores_gemma":[0.008849028,0.0002032458,0.154246,0.01760415,0.0001919042,0.0002131633,0.2465823,0.0003499573,0.00005581468,0.0243465,0.5456253,0.001732606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6522907,0.004130309,0.0008622229,0.1720317,0.01148674,0.0109219,0.0002510086,0.001587632,0.1464378],"genre_scores_gemma":[0.9710561,0.0002497614,0.001961567,0.002355616,0.0002491344,0.001889187,0.00001412447,0.00005689756,0.02216761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4746731,"threshold_uncertainty_score":0.9995892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803363111","doi":"10.1097/ncm.0000000000000286","title":"Home Care Case Managers' Integrated Care of Older Adults With Multiple Chronic Conditions","year":2018,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health; University of Alberta","funders":"","keywords":"Integrated care; Case management; Nursing; Chronic care; Accountability; Best practice; Medicine; Health care; Psychology; Primary care; Family medicine","authors":[{"name":"Lisa Garland Baird","is_ca":true},{"name":"Kimberly D. Fraser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01252274167864722,"gpt":0.3774017213390792,"spread":0.364878979660432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002272169,0.0003353653,0.0003324574,0.0003994999,0.001853463,0.0000147145,0.0002068926,0.000214172,0.003558921],"category_scores_gemma":[0.00003625411,0.0002518636,0.00008131348,0.0007821195,0.0002212081,0.0002307408,0.0002785453,0.0005663176,0.0003721473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008432197,"about_ca_system_score_gemma":0.001064613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007927863,"about_ca_topic_score_gemma":0.007122435,"domain_scores_codex":[0.9971726,0.0005120378,0.0007190724,0.0005659156,0.0004884724,0.0005419042],"domain_scores_gemma":[0.9965491,0.0002173931,0.0004334153,0.0005740641,0.002029232,0.0001968478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0115892,0.002732438,0.07600397,0.03237296,0.001527642,0.04187027,0.5390179,0.0001438271,0.0003809463,0.06109205,0.1703237,0.06294508],"study_design_scores_gemma":[0.006469609,0.0006235834,0.01530456,0.006644011,0.000236435,0.0006463528,0.9485908,0.0006274544,0.0002534113,0.00009909866,0.01987838,0.00062637],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778171,0.0004330469,0.0005694043,0.0006778179,0.003442261,0.003733015,0.000446271,0.0001572504,0.01272379],"genre_scores_gemma":[0.9862211,0.00001288737,0.001375659,0.0006982508,0.0004002525,0.001540924,0.0009394129,0.00005528225,0.008756276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4095728,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W45658872","doi":"10.1097/ncm.0b013e31821ee854","title":"The 6 Dimensions of Promising Practice for Case Managed Supports to End Homelessness","year":2012,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Supportive housing; Public relations; Flexibility (engineering); Psychological intervention; Business; Best practice; Standardization; Affordable housing; Quality (philosophy); Social work; Nursing; Psychology; Medicine; Political science; Management","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05650848910102611,"gpt":0.4415482332865505,"spread":0.3850397441855244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003946017,0.0002610336,0.0004901367,0.0001527881,0.003825389,0.00002347124,0.0002106942,0.0001540325,0.0001430733],"category_scores_gemma":[0.0004632477,0.0001609784,0.000125329,0.0003868695,0.00008394854,0.0003333357,0.0006709734,0.0003966482,0.00007033579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724786,"about_ca_system_score_gemma":0.00009875352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003972223,"about_ca_topic_score_gemma":0.001198852,"domain_scores_codex":[0.9963882,0.0008923208,0.0008379355,0.0003423101,0.0005013254,0.001037884],"domain_scores_gemma":[0.9953412,0.002855393,0.0004731824,0.0005379374,0.000440935,0.0003513809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.002819264,0.003948298,0.02080709,0.008324943,0.001437794,0.02259334,0.2826396,0.00005331464,0.0002170117,0.4587417,0.01785112,0.1805665],"study_design_scores_gemma":[0.001324689,0.0001066565,0.001549107,0.0004784912,0.000359478,0.0001903608,0.7914008,0.0000532448,0.0001124821,0.001120949,0.2029011,0.0004026985],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788872,0.0006665232,0.001391096,0.002539403,0.003946145,0.006364233,0.00007427954,0.00009518714,0.006035922],"genre_scores_gemma":[0.9885623,0.00008235843,0.002879994,0.0003362183,0.0004431986,0.002358997,0.00002586101,0.00005722467,0.005253774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5087612,"threshold_uncertainty_score":0.9974715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195723243","doi":"10.1097/ncm.0000000000000524","title":"The Power of Mentoring: Leveraging Evidence-Based Practice","year":2021,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Credential; Commission; Accreditation; Case management; Health care; Business; Acute care; Nursing; Medical education; Medicine; Management; Political science; Computer security; Computer science","authors":[{"name":"Teresa M. Treiger","is_ca":true},{"name":"MaryBeth Kurland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2507688538290103,"gpt":0.5399152204919824,"spread":0.2891463666629721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005714495,0.00009768495,0.0001222865,0.00008604316,0.002182259,0.00002441116,0.0002252762,0.00005228076,0.0007437321],"category_scores_gemma":[0.002523318,0.00006359658,0.00004715956,0.0005616134,0.0000764073,0.0003157188,0.0003502034,0.000462148,0.0001458069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002851036,"about_ca_system_score_gemma":0.001606499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001511962,"about_ca_topic_score_gemma":0.00002572917,"domain_scores_codex":[0.996067,0.00153495,0.0005284932,0.0002892718,0.0009432505,0.0006370541],"domain_scores_gemma":[0.994033,0.004320394,0.0002645895,0.000451474,0.0007085436,0.0002220069],"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":[0.00167969,0.001919079,0.032731,0.006892145,0.0003322802,0.007078344,0.04522949,0.0002587948,0.0008014355,0.1023248,0.7125945,0.08815838],"study_design_scores_gemma":[0.0006541002,0.00008456755,0.009649796,0.001833119,0.00003320107,0.00004435148,0.1721951,0.000664791,0.0002816152,0.0007276932,0.813677,0.0001546723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5357565,0.007881996,0.00274348,0.3084616,0.01922337,0.004772057,0.00001446009,0.0001357912,0.1210108],"genre_scores_gemma":[0.9633366,0.0004389022,0.002769808,0.004409534,0.0002077941,0.0004765572,0.00000635974,0.00001197911,0.02834244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4275801,"threshold_uncertainty_score":0.9991168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2317770203","doi":"10.1097/ncm.0b013e318198d4be","title":"From Hospital to Home After Cardiac Surgery","year":2009,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; MEDLINE; Political science","authors":[{"name":"Diane Morin","is_ca":true},{"name":"Michèle Aubin","is_ca":false},{"name":"Lucie Vézina","is_ca":false},{"name":"Johanne Gagnon","is_ca":false},{"name":"Sandra Racine","is_ca":false},{"name":"Daniel Reinharz","is_ca":false},{"name":"Michele Paradis","is_ca":false},{"name":"Clémence Dallaire","is_ca":false},{"name":"Karine Aubin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009367898664059448,"gpt":0.2945691647492064,"spread":0.2852012660851469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000216566,0.000165759,0.0002084251,0.0001614615,0.0001479473,0.0000811398,0.00007186564,0.00004735505,0.0002900409],"category_scores_gemma":[0.0000127113,0.0001517622,0.0001294551,0.0001865198,0.00001337976,0.0001912103,0.00005895511,0.00009008755,0.000308527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421072,"about_ca_system_score_gemma":0.000005297464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000736013,"about_ca_topic_score_gemma":0.000002748076,"domain_scores_codex":[0.9986227,0.0000963859,0.0002461992,0.000371958,0.0003666444,0.0002960679],"domain_scores_gemma":[0.9993951,0.0001158244,0.0000585342,0.0002536893,0.00003616822,0.0001407177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007381985,0.0008772071,0.01226091,0.00004782653,0.00007766308,0.00310045,0.002488618,0.00001191104,0.0001599193,0.000303172,0.6482472,0.3316869],"study_design_scores_gemma":[0.0009125305,0.0005955517,0.8679534,0.00115486,0.0003861263,0.00002689175,0.004454709,0.00004181351,0.003688071,0.01230353,0.1071987,0.001283795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705894,0.0002601495,0.00007599749,0.01901001,0.008527922,0.0006468632,0.00005522329,0.00009527401,0.0007391651],"genre_scores_gemma":[0.9932596,0.000005966682,0.001241034,0.004047888,0.0005560535,0.0001732974,0.000102672,0.00001804057,0.0005954545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8556925,"threshold_uncertainty_score":0.6188683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982578223","doi":"10.1097/01.pcama.0000291430.84481.14","title":"Do Workplace Stretching Programs Work?","year":2007,"lang":"en","type":"review","venue":"Professional Case Management","topic":"Sports injuries and prevention","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Workers Compensation Board of British Columbia","funders":"","keywords":"Work (physics); MEDLINE; Computer science; Nursing; Medicine; Political science; Engineering","authors":[{"name":"John P. Lowe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09784636254238085,"gpt":0.4390887789176959,"spread":0.341242416375315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001206788,0.0004914562,0.00114491,0.0003608386,0.0002033954,0.00005497409,0.0001492226,0.0003363231,0.0008153695],"category_scores_gemma":[0.00001073241,0.000348345,0.000617245,0.0006420427,0.00004541927,0.00005595898,0.0003882553,0.0008297249,0.0001749522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382783,"about_ca_system_score_gemma":0.00009214173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006408929,"about_ca_topic_score_gemma":0.000002463412,"domain_scores_codex":[0.9972944,0.0001138989,0.0008340777,0.0006255287,0.0006464253,0.000485678],"domain_scores_gemma":[0.9986412,0.0000747073,0.0004063287,0.0006096688,0.00005493293,0.0002131736],"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":[0.00006341392,0.00027242,0.00004794977,0.029259,0.000398568,0.01719728,0.00004654944,1.061788e-7,7.071417e-10,0.0009919371,0.006619516,0.9451033],"study_design_scores_gemma":[0.0003208455,0.0000642557,0.00001358884,0.07090672,0.002044765,0.001802078,0.0003281475,7.767955e-7,2.734021e-8,0.00008582912,0.9241186,0.0003143226],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006648499,0.9783701,0.00007413251,0.00007167619,0.001625502,0.003617652,0.00000643571,0.0001341705,0.01603383],"genre_scores_gemma":[0.00008592149,0.9436523,0.002804371,0.0001186969,0.0005659146,0.000446296,0.0005671753,0.00008750782,0.05167183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9447889,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965307520","doi":"10.1097/ncm.0000000000000384","title":"The Transdisciplinary Team Evolution: Moving From “What I Do” to “What the Patient Needs”","year":2019,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission","funders":"","keywords":"Certification; Commission; Accreditation; Management; Officer; Case management; Business; Patient care; Political science; Public relations; Nursing; Medicine; Law; Process management","authors":[{"name":"Vivian Campagna","is_ca":true},{"name":"Sheila A. Nelson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0341735158445277,"gpt":0.3730736321663566,"spread":0.3389001163218289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002861818,0.0002125243,0.0001882582,0.0002439469,0.001964221,0.002262761,0.001130891,0.00006071419,0.0008107979],"category_scores_gemma":[0.00009194424,0.00009857061,0.0001448464,0.001394883,0.00009908585,0.00161165,0.001823868,0.0003051154,0.002202672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190997,"about_ca_system_score_gemma":0.00009877385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001274567,"about_ca_topic_score_gemma":0.0001573906,"domain_scores_codex":[0.9950315,0.0006701916,0.0006332799,0.0005810838,0.002586145,0.0004978388],"domain_scores_gemma":[0.9967366,0.001368939,0.000163738,0.001158131,0.0003895007,0.0001830796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002540682,0.0004731381,0.001210155,0.00003565629,0.0002177923,0.0009910117,0.06049708,0.003367798,0.0003042324,0.04094197,0.1781468,0.7112737],"study_design_scores_gemma":[0.0004234233,0.0003913975,0.003187572,0.000311094,0.00001953493,0.00004935497,0.8647324,0.004564414,0.00007475103,0.0413635,0.08463847,0.0002440701],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412258,0.002456874,0.0008546054,0.04096528,0.005359073,0.002381542,0.00002349436,0.00003507757,0.006698262],"genre_scores_gemma":[0.9767128,0.00008339575,0.0001516842,0.0007820334,0.0002333662,0.00039532,0.00001167011,0.00001506215,0.02161466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8042353,"threshold_uncertainty_score":0.9993351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392297692","doi":"10.1097/ncm.0000000000000717","title":"Virtual Interprofessional Education","year":2024,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Interprofessional education; Discharge planning; Medical education; Patient discharge; Computer science; MEDLINE; Nursing; Medicine; Health care; Political science","authors":[{"name":"Leslie M. Smith","is_ca":true},{"name":"Julie Jacob","is_ca":true},{"name":"Nicholas Prush","is_ca":true},{"name":"Sheryl Groden","is_ca":true},{"name":"Elizabeth Yost","is_ca":true},{"name":"Stephanie J. Gilkey","is_ca":true},{"name":"Carman Turkelson","is_ca":true},{"name":"Megan Keiser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02263876011246896,"gpt":0.4574293646308755,"spread":0.4347906045184065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009491544,0.0003137549,0.0002293238,0.0005665615,0.001411976,0.00005861733,0.0002486586,0.0002488296,0.009102984],"category_scores_gemma":[0.00004821764,0.0002452235,0.0001229138,0.0007956498,0.00006764512,0.0004776417,0.0004292738,0.001072965,0.006093675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855306,"about_ca_system_score_gemma":0.003835313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009476267,"about_ca_topic_score_gemma":0.00007454946,"domain_scores_codex":[0.9967014,0.0006720479,0.0008035125,0.0006528799,0.0006291532,0.0005410446],"domain_scores_gemma":[0.9985016,0.0004272025,0.0001403688,0.0003976919,0.000299765,0.0002333599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003325255,0.0003657734,0.0009807822,0.0007279083,0.0001067281,0.000703239,0.003486623,0.000004439921,0.000187895,0.5404498,0.3682753,0.08437896],"study_design_scores_gemma":[0.000713643,0.0001202122,0.003975595,0.006881204,0.0001298354,0.0004222996,0.08632201,0.002421643,0.00003823345,0.020214,0.8780626,0.0006986968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6262593,0.001573427,0.005045731,0.01871486,0.09237865,0.003770874,0.00008622575,0.00121691,0.2509541],"genre_scores_gemma":[0.7188884,0.00002816164,0.001469143,0.004266342,0.001188782,0.001787112,0.0002132834,0.0000516449,0.2721071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5202358,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2764267977","doi":"10.1097/ncm.0000000000000256","title":"Multistate Licensure Paves the Way for Greater Access to Telephonic Case Management","year":2017,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission","funders":"","keywords":"Case management; Certification; Accreditation; Commission; Business; Compensation (psychology); Honor; Licensure; Case manager; Management; Nursing; Political science; Law; Medicine; Psychology; Computer science; Internet privacy; Process management","authors":[{"name":"Chikita Mann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3168015960711539,"gpt":0.5473152893388233,"spread":0.2305136932676695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00173312,0.0002851902,0.0003001924,0.0001408572,0.001473133,0.0003050772,0.0004420071,0.00006615216,0.0003388049],"category_scores_gemma":[0.0004262771,0.0001835669,0.0001682103,0.0001060658,0.00008214502,0.0003669121,0.001405107,0.0002448275,0.0001532027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484181,"about_ca_system_score_gemma":0.00002979984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002984847,"about_ca_topic_score_gemma":0.0004650885,"domain_scores_codex":[0.9974216,0.0001195642,0.0008261931,0.0006280565,0.000511882,0.0004926959],"domain_scores_gemma":[0.9973402,0.0004388382,0.0004271105,0.001318748,0.0002369482,0.0002381488],"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":[0.003593861,0.0008991046,0.006500443,0.00211331,0.001485008,0.1413992,0.0009913841,0.0001199138,0.00004627627,0.003844122,0.2430175,0.5959898],"study_design_scores_gemma":[0.02408311,0.001055366,0.1625046,0.00139635,0.004702662,0.02089141,0.01968622,0.007236541,0.0006174445,0.002957482,0.7533698,0.001498975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.858986,0.00006582901,0.007128549,0.1107863,0.002992983,0.01387218,0.0001889927,0.0001427888,0.005836394],"genre_scores_gemma":[0.9614119,0.00004647993,0.009875615,0.008348937,0.0004305294,0.001613437,0.00007293606,0.00005412933,0.01814607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5944909,"threshold_uncertainty_score":0.9998268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998647632","doi":"10.1097/01.pcama.0000327408.71354.52","title":"What Can Claims Data Tell the Case Manager?","year":2008,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Care Foundation","funders":"","keywords":"Reimbursement; Documentation; Relevance (law); Service (business); Case mix index; Protocol (science); Case management; MEDLINE; Business; Medicine; Operations management; Nursing; Computer science; Health care; Marketing; Economics; Alternative medicine","authors":[{"name":"Sandra M. Terra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1874509864786214,"gpt":0.4635744093454393,"spread":0.276123422866818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001898109,0.0003592419,0.0004041478,0.0001901623,0.005675924,0.00003747101,0.00100249,0.000197964,0.001779683],"category_scores_gemma":[0.00004592325,0.0002300518,0.00009825319,0.0004233787,0.0001763703,0.0006840857,0.00373282,0.001243979,0.0009778056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005065301,"about_ca_system_score_gemma":0.0006051834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050916,"about_ca_topic_score_gemma":0.003071035,"domain_scores_codex":[0.9955944,0.001038362,0.0008957718,0.0008076117,0.0005946506,0.001069173],"domain_scores_gemma":[0.9958296,0.0009260754,0.0003216194,0.002467839,0.000138882,0.0003159289],"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":[0.00009450036,0.0001404017,0.002601246,0.0008347089,0.0001263541,0.2000334,0.003384874,0.000003224072,8.069e-7,0.006735267,0.7669864,0.01905883],"study_design_scores_gemma":[0.001629987,0.00005295826,0.005736502,0.0003048542,0.0001858317,0.015397,0.05802818,0.0003266116,0.000002073054,0.001459356,0.9163757,0.0005009466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6083063,0.005693013,0.0004261622,0.2130806,0.03101425,0.01174037,0.0006580518,0.000905821,0.1281754],"genre_scores_gemma":[0.6947435,0.004437559,0.001302959,0.1237127,0.001448876,0.001015552,0.0005911833,0.0001143192,0.1726333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1846364,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2412893630","doi":"10.1097/ncm.0000000000000125","title":"The Affordable Care Act","year":2015,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Quest University Canada","funders":"","keywords":"Disclaimer; Library science; Jurisdiction; Sociology; Suite; Law; Management; Psychology; Political science; Computer science","authors":[{"name":"Marilyn Phillips","is_ca":true},{"name":"Virginia Fitzsimons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09444116118945536,"gpt":0.3210803767486165,"spread":0.2266392155591611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009592955,0.0001272599,0.000153523,0.0001065769,0.0004771819,0.00007411298,0.0002381365,0.00004417161,0.00007630549],"category_scores_gemma":[0.00004056316,0.0000997705,0.00006402034,0.0001772081,0.00003612992,0.0001153975,0.0003677569,0.0001336903,0.001134996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222701,"about_ca_system_score_gemma":0.00002740642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008078667,"about_ca_topic_score_gemma":0.0002268971,"domain_scores_codex":[0.9988098,0.00003650431,0.0003871022,0.0002879883,0.00008523162,0.0003933946],"domain_scores_gemma":[0.9991921,0.00003961029,0.0001456427,0.0004084392,0.00004225945,0.0001719073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002554966,0.00004140441,0.0008421147,0.0001069096,0.00004715255,0.0004123459,0.0009800922,0.00004545162,2.394827e-8,0.9404924,0.04321246,0.01379412],"study_design_scores_gemma":[0.0004335603,0.000038782,0.0005302023,0.00001687957,0.000005598383,0.00002868956,0.006055169,0.0002229027,0.000002370298,0.03826401,0.9542599,0.0001418803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03919867,0.008913791,0.00120874,0.03692339,0.005300907,0.001810949,0.00008739026,0.0001678523,0.9063883],"genre_scores_gemma":[0.9622428,0.0001543137,0.0006576448,0.001562338,0.0001709161,0.0002512822,0.0000160103,0.00001969337,0.03492498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9230441,"threshold_uncertainty_score":0.9996427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984002183","doi":"10.1097/ncm.0b013e318230ea5b","title":"Creating Clinical and Economic “Wins” Through Integrated Case Management","year":2011,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Case management; Process management; Integrated care; Health care; Government (linguistics); Business; Managed care; Process (computing); Nursing; Knowledge management; Medicine; Computer science","authors":[{"name":"Roger G. Kathol","is_ca":true},{"name":"Cheri Lattimer","is_ca":false},{"name":"Gold Gold","is_ca":false},{"name":"Rebecca Perez","is_ca":false},{"name":"Deborah Gutteridge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1176791806129875,"gpt":0.4852316461873347,"spread":0.3675524655743472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001570394,0.0003313327,0.000365416,0.0002011036,0.001786366,0.0000250965,0.0001835351,0.0003291298,0.004419215],"category_scores_gemma":[0.0000448496,0.0002699195,0.00009420645,0.0002449802,0.0001467892,0.0003663622,0.0006680134,0.001026237,0.0009457926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700723,"about_ca_system_score_gemma":0.0002712925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110449,"about_ca_topic_score_gemma":0.0007689574,"domain_scores_codex":[0.9961765,0.001051428,0.00127513,0.0007041064,0.0002485354,0.0005442533],"domain_scores_gemma":[0.998384,0.000301588,0.0004249675,0.0004782226,0.0001798582,0.0002313677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001826356,0.001134312,0.07361678,0.00151745,0.0007921549,0.03568281,0.02581412,0.000005459326,0.000004555995,0.69114,0.1123382,0.05612784],"study_design_scores_gemma":[0.009861106,0.0005241125,0.1037146,0.003463045,0.0008553019,0.004910625,0.5324168,0.003179597,0.00004749469,0.02949365,0.3095585,0.001975243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7627879,0.0001130817,0.0008523726,0.001263103,0.006520248,0.002384941,0.00004448896,0.0001841073,0.2258497],"genre_scores_gemma":[0.9303907,0.0001369793,0.01880967,0.003737332,0.0003777457,0.001033826,0.00006160481,0.00005011637,0.04540199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6616464,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387296263","doi":"10.1097/ncm.0000000000000658","title":"Implementation of a Modified Early Screening for Discharge Tool to Optimize Case Manager Efficiency and Impact Length of Stay","year":2023,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Patient discharge; Case management; Computer science; Discharge planning; Operations management; MEDLINE; Process management; Business; Medicine; Nursing; Engineering; Chemistry","authors":[{"name":"James Grafton","is_ca":true},{"name":"Helene Bowen Brady","is_ca":true},{"name":"Joanne Kelly","is_ca":true},{"name":"Margaret M. Kelly","is_ca":true},{"name":"Kathleen Lang","is_ca":true},{"name":"Paula Wolski","is_ca":true},{"name":"Soumi Ray","is_ca":true},{"name":"Cori W. Loescher","is_ca":true},{"name":"Madelyn Pearson","is_ca":true},{"name":"Mallika L. Mendu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1107959447614142,"gpt":0.4398593543372881,"spread":0.3290634095758739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004356263,0.0001575759,0.0002915238,0.0003171533,0.0001162641,0.00001125387,0.00003944856,0.000030898,0.00008455372],"category_scores_gemma":[0.00002438172,0.00011437,0.0001219891,0.0003112899,0.00002138113,0.00006729465,0.0001661567,0.00004589661,0.000004161559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005066029,"about_ca_system_score_gemma":0.00001924822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003776669,"about_ca_topic_score_gemma":0.00002062777,"domain_scores_codex":[0.9987412,0.00003484621,0.0003851163,0.0002887366,0.0002910511,0.0002590357],"domain_scores_gemma":[0.99929,0.0001391611,0.0001628005,0.0002128683,0.00008443929,0.0001107527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006951546,0.005751163,0.2720473,0.007905652,0.007100306,0.04832245,0.01546807,0.005722363,0.001638415,0.02610631,0.01813567,0.5848507],"study_design_scores_gemma":[0.02973738,0.005748223,0.8832361,0.001446046,0.002877814,0.001768588,0.04431611,0.02143089,0.00754863,0.0004880942,0.0005002452,0.0009019378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993323,0.00006323813,0.002911291,0.0005484768,0.00008099002,0.002753753,0.0001878756,0.00002894673,0.0001024602],"genre_scores_gemma":[0.9925666,0.00002500486,0.006141962,0.0000912221,0.00002247245,0.000626204,0.00007383837,0.0000212477,0.0004314868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6111888,"threshold_uncertainty_score":0.4663872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406725028","doi":"10.1097/ncm.0000000000000793","title":"Interprofessional Collaboration as a Best Practice Across the Care Continuum","year":2025,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Collaborative Care; Multidisciplinary approach; Certification; Health care; Interprofessional education; Social work; Nursing; Variety (cybernetics); Commission; Best practice; Case management; Professional boundaries; Psychology; Medical education; Medicine; Mental health; Sociology; Business; Political science; Computer science","authors":[{"name":"Vivian Campagna","is_ca":true},{"name":"Lorna Lee-Riley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01610719206408128,"gpt":0.4961359584166218,"spread":0.4800287663525405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001525239,0.0003695064,0.0003161227,0.0002171172,0.005358835,0.00009898617,0.0004907898,0.0003207421,0.001235538],"category_scores_gemma":[0.0006582608,0.0002499871,0.0001114948,0.001386409,0.000159827,0.0005543737,0.000988025,0.001256685,0.001734894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007838137,"about_ca_system_score_gemma":0.002347029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003524849,"about_ca_topic_score_gemma":0.002083156,"domain_scores_codex":[0.9949616,0.001874075,0.001030495,0.000648202,0.0007737122,0.0007119023],"domain_scores_gemma":[0.9951091,0.001393476,0.0005461461,0.0007267307,0.002082175,0.0001423477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00468764,0.001233362,0.003669389,0.001286431,0.0004598695,0.0009679689,0.07016528,0.00002360437,0.0002217765,0.4138479,0.4754932,0.02794359],"study_design_scores_gemma":[0.001192505,0.00006844862,0.001028405,0.001309495,0.0001092548,0.00004364397,0.5488175,0.00007764981,0.00004945818,0.002096631,0.4449934,0.0002136172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4906904,0.00156935,0.001314409,0.1299166,0.03658576,0.007727771,0.0001582718,0.0003097834,0.3317277],"genre_scores_gemma":[0.7430185,0.00004713544,0.00102833,0.0228831,0.000432163,0.0030844,0.0001822815,0.00003231503,0.2292918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4786522,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324811205","doi":"10.1097/ncm.0b013e31826c83d1","title":"The Role of Case Management and Care Coordination in Improving Employee Health and Productivity","year":2012,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Accreditation; Case management; Commission; Productivity; Case manager; Business; Health care; Management; Operations management; Process management; Medical education; Medicine; Political science; Engineering; Economics; Finance","authors":[{"name":"Sue Jensen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0877408873260767,"gpt":0.4506930674987388,"spread":0.3629521801726621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001855381,0.0001134835,0.0001708988,0.0001139892,0.0002371101,0.00001402575,0.00002982424,0.00002871652,0.000006573971],"category_scores_gemma":[0.000204133,0.00008253389,0.00002212158,0.0001490091,0.00005649368,0.0002121922,0.0003224466,0.0001616787,0.000001199361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362104,"about_ca_system_score_gemma":0.00003330288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004594438,"about_ca_topic_score_gemma":0.0003369632,"domain_scores_codex":[0.9984961,0.0001951186,0.000549243,0.0002413044,0.0002679922,0.0002501991],"domain_scores_gemma":[0.9990763,0.0002503146,0.0002395044,0.0002192535,0.00008195319,0.0001326591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003498008,0.0002809683,0.1609086,0.001595292,0.00007877935,0.0009826922,0.002905664,0.000001603449,0.00003552009,0.003519399,0.0005015156,0.8288402],"study_design_scores_gemma":[0.009360342,0.001002112,0.4324353,0.0008429942,0.0007301025,0.01031227,0.5002891,0.001411511,0.0003393934,0.001884985,0.04083216,0.0005596736],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885824,0.003970005,0.0001096968,0.004697306,0.0002276463,0.00202382,0.000006720606,0.00001662786,0.0003658005],"genre_scores_gemma":[0.9964627,0.0001191453,0.002597072,0.0002459432,0.00007840981,0.0001319251,0.00002119542,0.00001291674,0.0003306865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8282805,"threshold_uncertainty_score":0.3365635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030630289","doi":"10.1097/ncm.0000000000000081","title":"Surgical Rehospitalization of the Medicare Fee-For-Service Patient","year":2015,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Fee-for-service; Service (business); MEDLINE; Medicine; Business; Health care; Political science","authors":[{"name":"Mary Schmeida","is_ca":true},{"name":"Ronald A. Savrin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03249900025755964,"gpt":0.3132926762180609,"spread":0.2807936759605013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003161993,0.0001244789,0.000179538,0.00006513649,0.00009652402,0.000005904698,0.0000759985,0.00004947915,0.00006673424],"category_scores_gemma":[0.00003386032,0.00007229341,0.00009306768,0.0002566425,0.00003258309,0.0000421829,0.0002571301,0.00006601143,0.00001636835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027804,"about_ca_system_score_gemma":0.00006014104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003595213,"about_ca_topic_score_gemma":0.00001686252,"domain_scores_codex":[0.9986898,0.00006723257,0.0002873875,0.0002061586,0.0005720678,0.0001773055],"domain_scores_gemma":[0.9991769,0.0000363311,0.0001015667,0.0003185818,0.0002273183,0.0001393664],"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":[0.00272549,0.00450503,0.03075014,0.004835322,0.001621307,0.01007992,0.00859802,0.0002395047,0.00004169274,0.139348,0.6891125,0.1081432],"study_design_scores_gemma":[0.006754866,0.0006227202,0.004189865,0.0006736657,0.0006199966,0.0004332164,0.007449276,0.0007372773,0.0003341154,0.00116359,0.9768012,0.0002201954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881848,0.0005045076,0.0004321812,0.07228792,0.002308218,0.006991396,0.00003460825,0.0001245154,0.03546866],"genre_scores_gemma":[0.9908086,0.00001040899,0.002196257,0.001107026,0.00008983074,0.0003133057,0.00007906361,0.00001699973,0.005378518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2876888,"threshold_uncertainty_score":0.2948039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999189759","doi":"10.1097/01.pcama.0000343143.96882.4b","title":"Hitch up Your Humor Suspenders, Case Managers","year":2009,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Humor Studies and Applications","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CARE Canada","funders":"","keywords":"Tact; Psychology; Psychological intervention; Coping (psychology); Health care; Social psychology; Psychotherapist","authors":[{"name":"Kathy Craig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06395030465874164,"gpt":0.4096948223481651,"spread":0.3457445176894234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002858536,0.000232467,0.0002002386,0.000106231,0.0007036051,0.00003163246,0.0001927189,0.00006489464,0.003060375],"category_scores_gemma":[0.000004888449,0.0002036127,0.000107328,0.0002744867,0.0000519964,0.00003769015,0.0002017364,0.0002329768,0.001019378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007937569,"about_ca_system_score_gemma":0.000008114751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001072881,"about_ca_topic_score_gemma":0.00003956629,"domain_scores_codex":[0.9983084,0.00008732775,0.0003265612,0.0005360342,0.0002438639,0.0004977671],"domain_scores_gemma":[0.9990995,0.00004528485,0.0001079808,0.0005700462,0.00003216811,0.0001450089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000895622,0.0007053819,0.0001299021,0.00005119399,0.0002633921,0.1614477,0.004813664,0.000007638333,0.000008063317,0.4574479,0.290978,0.08405761],"study_design_scores_gemma":[0.00404872,0.0002840207,0.01481503,0.00009653061,0.0004563377,0.0321768,0.3209493,0.0001523771,0.00002406735,0.01210054,0.6136562,0.001240037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4283911,0.0005951761,0.0006526711,0.01679241,0.00285921,0.002074251,0.00005076859,0.00032597,0.5482584],"genre_scores_gemma":[0.9000487,0.0000170019,0.0005961656,0.001884046,0.0001812964,0.0003004495,0.00002403275,0.00001994784,0.09692831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4716576,"threshold_uncertainty_score":0.9997584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004986443","doi":"10.1097/01.pcama.0000327407.71354.b6","title":"Best Practices in Telephonic Case Management","year":2008,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Accreditation; Commission; Certification; Business; Web site; Suite; Phone; Case management; Management; Computer science; Political science; World Wide Web; Process management; The Internet; Law; Finance","authors":[{"name":"Dorothy J. Zydowicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.124036042782286,"gpt":0.4408466537178634,"spread":0.3168106109355774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006280633,0.0002380083,0.0002990894,0.0005167504,0.0003426098,0.0000104456,0.0001133177,0.00006677405,0.0007004195],"category_scores_gemma":[0.00005632298,0.0002010712,0.00006401633,0.0005495361,0.00005999316,0.0002014872,0.0003202336,0.0003365527,0.0002061124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504492,"about_ca_system_score_gemma":0.00007351171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008062616,"about_ca_topic_score_gemma":0.0004116317,"domain_scores_codex":[0.9976134,0.0001184297,0.0006537637,0.0004940001,0.0006007061,0.0005196573],"domain_scores_gemma":[0.998711,0.00009791518,0.0003548184,0.0005384943,0.00006911327,0.0002285799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004218146,0.001287769,0.02659831,0.001591676,0.0001742335,0.8646256,0.001005256,0.000005971565,0.00001167287,0.001707677,0.02839003,0.07417993],"study_design_scores_gemma":[0.02175618,0.001514484,0.09123278,0.001382055,0.0009845486,0.4747562,0.0560491,0.0006588461,0.0001947189,0.0007080677,0.3498371,0.0009259183],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650652,0.0004131516,0.00008602938,0.005903728,0.0005614726,0.002362484,0.000008190666,0.0000829403,0.02551683],"genre_scores_gemma":[0.9739084,0.0006163314,0.007110849,0.002675379,0.0001991487,0.0005019394,0.00007617994,0.0000324516,0.01487933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3898695,"threshold_uncertainty_score":0.8199446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314552519","doi":"10.1097/ncm.0b013e31826c839d","title":"From Acute Care to Postdischarge","year":2012,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Accreditation; Commission; Suite; Management; Case management; Acute care; Business; Patient care; Political science; Nursing; Health care; Medicine; Law; Finance; Process management","authors":[{"name":"Vivian Campagna","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.152741014296547,"gpt":0.5202607890166808,"spread":0.3675197747201338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003717573,0.0001370502,0.0001729931,0.00009536836,0.0001193107,0.00001261333,0.00006410908,0.00004768186,0.00175243],"category_scores_gemma":[0.0001361852,0.0001104273,0.00007359531,0.0001497146,0.00001139023,0.0001969157,0.0003430475,0.0001724707,0.001213737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332259,"about_ca_system_score_gemma":0.00002800323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001624257,"about_ca_topic_score_gemma":0.0000158013,"domain_scores_codex":[0.9984782,0.00007125727,0.0004629453,0.0002492075,0.0004213857,0.0003169687],"domain_scores_gemma":[0.9989538,0.0001685207,0.00009383225,0.0003241595,0.0001112451,0.0003485125],"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":[0.003608666,0.002430845,0.07697953,0.000642988,0.001843843,0.01393186,0.01505513,0.000007505359,0.002797758,0.006120249,0.4557443,0.4208373],"study_design_scores_gemma":[0.007360545,0.0005547202,0.1601855,0.0004823379,0.003068765,0.001342079,0.07971837,0.0001076119,0.001624905,0.0004695383,0.7443082,0.0007774446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736179,0.0002190029,0.001050543,0.01607919,0.002016319,0.001486185,0.0001243479,0.00008298393,0.005323503],"genre_scores_gemma":[0.9660247,0.00001090387,0.01952645,0.009967096,0.0009401435,0.0001441436,0.0004837785,0.00002507684,0.002877686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4200599,"threshold_uncertainty_score":0.9995639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387296605","doi":"10.1097/ncm.0000000000000645","title":"Intensive Case Management to Reduce Hospital Readmissions","year":2023,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Medicine; Intervention (counseling); Hospital readmission; Case management; Emergency medicine; Quality management; Health care; Family medicine; Nursing","authors":[{"name":"Kate Shade","is_ca":true},{"name":"Paulina I. Hidalgo","is_ca":true},{"name":"Manuel Arteaga","is_ca":true},{"name":"J. Mark Rowland","is_ca":true},{"name":"Winnie Huang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03525459342707964,"gpt":0.3553774133475853,"spread":0.3201228199205056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004843537,0.000411396,0.0004033479,0.0008255812,0.0005083315,0.00004714435,0.000141485,0.00008905456,0.000648693],"category_scores_gemma":[0.00006041916,0.0003294685,0.0001987053,0.001211248,0.00004919263,0.0001134061,0.001184276,0.0002420313,0.00342574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752499,"about_ca_system_score_gemma":0.0000355694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005915252,"about_ca_topic_score_gemma":0.00001667432,"domain_scores_codex":[0.9970862,0.00008421755,0.0004928156,0.0008565596,0.0006962441,0.0007840199],"domain_scores_gemma":[0.998104,0.00006532631,0.00008257288,0.0008188774,0.0002147205,0.0007145485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001889091,0.0004358321,0.0001732413,0.0003931895,0.0005261023,0.487027,0.0008534721,0.00001464927,0.00002474824,0.005240725,0.4712073,0.03391475],"study_design_scores_gemma":[0.005523808,0.001106244,0.00579734,0.001482797,0.001516292,0.01866955,0.06194851,0.0004493692,0.0003169213,0.0007931766,0.9013909,0.001005121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7932642,0.0001102108,0.0004534568,0.1372994,0.003443636,0.01064742,0.0000547575,0.001430343,0.05329651],"genre_scores_gemma":[0.7864692,0.000100408,0.01003966,0.00422979,0.0002414041,0.001552784,0.000189936,0.0000817379,0.1970951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4683575,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2322404150","doi":"10.1097/ncm.0b013e3181e12aa9","title":"Grounding Transdisciplinary Practice in Ethics","year":2010,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Ethics in medical practice","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Accreditation; Certification; Commission; George (robot); Management; Case management; Health care; Mental health; Political science; Medical education; Library science; Sociology; Public relations; Psychology; Nursing; Medicine; Law; Computer science","authors":[{"name":"Ellen Fink-Samnick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1202947703950476,"gpt":0.5721469814579156,"spread":0.4518522110628681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02782436,0.0002394182,0.0002636741,0.0002819054,0.002810878,0.00001887994,0.0003847917,0.0008249804,0.001753296],"category_scores_gemma":[0.01292298,0.000207581,0.0000623384,0.0005182205,0.0002287547,0.0006398066,0.00076369,0.02505786,0.0007438798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785248,"about_ca_system_score_gemma":0.0003633823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002036859,"about_ca_topic_score_gemma":0.001362855,"domain_scores_codex":[0.9911307,0.005428665,0.0008832245,0.000569365,0.00122116,0.0007669588],"domain_scores_gemma":[0.9713907,0.02715747,0.0003392487,0.000591643,0.0002660978,0.0002548526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005931392,0.001142862,0.001917529,0.002331339,0.00009664964,0.03047297,0.09679442,0.00001361349,0.0002547422,0.8471539,0.009723392,0.009505429],"study_design_scores_gemma":[0.003658253,0.0001041159,0.007046551,0.001649609,0.0002049134,0.001178063,0.4127656,0.0005318244,0.00001200076,0.1321797,0.4399258,0.000743515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.324255,0.0001591011,0.001393104,0.1354612,0.01498132,0.002800191,0.0000112324,0.0002487795,0.5206901],"genre_scores_gemma":[0.9552022,0.000158998,0.01869982,0.01517735,0.0006321996,0.0006443926,0.00001928702,0.00005390954,0.009411872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7149742,"threshold_uncertainty_score":0.9991592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317568243","doi":"10.1097/ncm.0000000000000643","title":"Empathetic Leadership to Coach and Support Interprofessional Teams","year":2023,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission","funders":"","keywords":"Commission; Accreditation; Certification; Management; Officer; Acute care; Case management; Patient care; Political science; Nursing; Psychology; Public relations; Health care; Medicine; Law","authors":[{"name":"Vivian Campagna","is_ca":true},{"name":"Ellen Mitchell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08448285400322164,"gpt":0.4547641082602436,"spread":0.370281254257022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001666499,0.0003261005,0.0003169805,0.0006754874,0.001754766,0.00002860908,0.0002575389,0.0002256555,0.003047654],"category_scores_gemma":[0.0001277329,0.0002667506,0.00007170648,0.001148194,0.00007847602,0.00020471,0.0009325417,0.0007509815,0.006937427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002741183,"about_ca_system_score_gemma":0.0006108834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005022881,"about_ca_topic_score_gemma":0.0001237856,"domain_scores_codex":[0.9962889,0.0006983022,0.0007618899,0.0006815884,0.0006946743,0.000874677],"domain_scores_gemma":[0.9982345,0.0004376928,0.0001944542,0.0004276138,0.0002577605,0.0004479623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001587388,0.0005274955,0.02714875,0.001851369,0.0001714139,0.002524321,0.03896885,0.00002587787,0.0005374691,0.08781096,0.8000486,0.03879746],"study_design_scores_gemma":[0.003583911,0.000422605,0.127678,0.003593305,0.0001545173,0.000360442,0.5630877,0.00143502,0.00009417931,0.007958022,0.2901756,0.001456699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9025967,0.00005478874,0.0004395238,0.04431685,0.01023151,0.003712623,0.00008570407,0.0006583849,0.03790393],"genre_scores_gemma":[0.804428,0.00001334936,0.0009047847,0.01205275,0.000326171,0.001754445,0.0001923064,0.00005268638,0.1802755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5241188,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2319913861","doi":"10.1097/ncm.0b013e3181bade37","title":"Congress Seeks to Restore Protection With the ADA Amendments Act of 2008","year":2009,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Business","authors":[{"name":"Lewis E. Vierling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06892140822400211,"gpt":0.4327040400614136,"spread":0.3637826318374114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001320533,0.0001759305,0.0002395565,0.0001036566,0.0007292069,0.000008140871,0.0002146003,0.0001003169,0.0008530724],"category_scores_gemma":[0.0001619463,0.00009658777,0.0000409849,0.0003418759,0.00006638517,0.00013385,0.0001831347,0.0006315382,0.0001600187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205964,"about_ca_system_score_gemma":0.0001019117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002210892,"about_ca_topic_score_gemma":0.0001447475,"domain_scores_codex":[0.9973947,0.0007003176,0.0004362748,0.0003273453,0.000727626,0.0004137556],"domain_scores_gemma":[0.9985346,0.0003031829,0.0002955676,0.0004861133,0.0001937009,0.0001868658],"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":[0.009323557,0.003408839,0.01438744,0.004417376,0.0006037288,0.004987899,0.02671447,0.0001801387,0.001087076,0.03826688,0.7632659,0.1333567],"study_design_scores_gemma":[0.002867837,0.001767747,0.06395888,0.002462736,0.0002507369,0.00009386164,0.0510964,0.0001963871,0.0002832229,0.0009725575,0.8755621,0.0004875646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719187,0.00006398774,0.0006921898,0.1054754,0.00113812,0.005832713,0.00001471429,0.00008719551,0.01477699],"genre_scores_gemma":[0.9706862,0.00001105037,0.0007070613,0.005102783,0.0001960957,0.0006576452,0.000009246427,0.00001348524,0.02261642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328691,"threshold_uncertainty_score":0.9340545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045160688","doi":"10.1097/ncm.0000000000000461","title":"Conveying Empathy in Telephonic and Digital Communication","year":2020,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission; 123 Certification (Canada)","funders":"","keywords":"Certification; Case management; Commission; Empathy; Compassion; Accreditation; Case manager; Compensation (psychology); Business; Psychology; Management; Nursing; Political science; Medical education; Medicine; Process management; Social psychology; Law","authors":[{"name":"Chikita Mann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04242960129780889,"gpt":0.4141883937470359,"spread":0.371758792449227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004137472,0.0001438917,0.0001718818,0.0001178707,0.0006154071,0.0000287171,0.000189508,0.0001006694,0.0005259741],"category_scores_gemma":[0.0001509884,0.0001268578,0.00002454892,0.0003789735,0.00004473178,0.0003277931,0.0006562495,0.0005443431,0.0003154412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351016,"about_ca_system_score_gemma":0.0001935211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003426115,"about_ca_topic_score_gemma":0.00006157843,"domain_scores_codex":[0.9983307,0.0003745673,0.0004971428,0.0002923691,0.0002317687,0.0002734915],"domain_scores_gemma":[0.999073,0.0002425,0.0001641832,0.0002576684,0.0001103152,0.0001523804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003227116,0.001388091,0.2178231,0.003672377,0.0002388086,0.002845301,0.2374977,0.00007515104,0.0005063984,0.2263376,0.1965346,0.1098538],"study_design_scores_gemma":[0.008912999,0.0002647914,0.1375346,0.003268501,0.00008622443,0.0001270552,0.6539473,0.01078994,0.00008887865,0.01505689,0.1685617,0.001361226],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487979,0.0002758068,0.0001258255,0.02940646,0.0006099183,0.001272279,0.00001915222,0.00008341314,0.01940919],"genre_scores_gemma":[0.9881766,0.00005338362,0.0007874102,0.006979081,0.00009313916,0.0004099371,0.00008528651,0.00001910841,0.003396004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4164496,"threshold_uncertainty_score":0.5759048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2422772810","doi":"10.1097/ncm.0000000000000136","title":"Transition to the ICD-10","year":2015,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Quest University Canada","funders":"","keywords":"Bachelor; Disclaimer; Jurisdiction; Emergency department; Psychology; Nursing; Medicine; Medical education; Law; Political science","authors":[{"name":"Christina Wolleon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3061879576271049,"gpt":0.495968110704032,"spread":0.1897801530769271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002961054,0.0001111323,0.0001266415,0.0001067082,0.001151643,0.000008801732,0.000152742,0.0000930309,0.001342435],"category_scores_gemma":[0.0001333498,0.00006684019,0.00003234082,0.0002562187,0.00001985594,0.0001044143,0.000172342,0.0004475092,0.005939894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002035473,"about_ca_system_score_gemma":0.0001553814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008175428,"about_ca_topic_score_gemma":0.0000675405,"domain_scores_codex":[0.9978877,0.0004505048,0.0004914336,0.0001689072,0.0005829944,0.0004184645],"domain_scores_gemma":[0.9988576,0.0001659875,0.000107913,0.0002763488,0.0001771627,0.0004149626],"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":[0.000222793,0.00005348815,0.00008123428,0.0004658547,0.000015129,0.0002166602,0.01446779,0.0001457005,5.677788e-7,0.0152171,0.9489109,0.02020279],"study_design_scores_gemma":[0.0009140139,0.00008597626,0.0006794269,0.0002919557,0.00002345999,0.00003423347,0.0231444,0.002071003,0.000001597852,0.001140632,0.971498,0.0001152788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1598742,0.000234904,0.03798443,0.3400728,0.01146627,0.00851222,0.00006405629,0.0005745729,0.4412166],"genre_scores_gemma":[0.8953235,0.00001155845,0.001611813,0.04881301,0.0009044441,0.001223997,0.00007509144,0.0000189543,0.05201767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7354493,"threshold_uncertainty_score":0.9995705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216054561","doi":"10.1097/ncm.0000000000000545","title":"How COVID-19 Accelerated Shifts in Case Management Practice","year":2021,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Case management; MEDLINE; Case analysis; Nurse Administrator","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.073258151776531,"gpt":0.3900442086205824,"spread":0.3167860568440514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007871794,0.0003435557,0.0003754283,0.000377502,0.0002748279,0.0001272892,0.0001406296,0.0001306735,0.0007807938],"category_scores_gemma":[0.0005599997,0.0003171358,0.0001040143,0.0009776953,0.00006263285,0.000372977,0.0007844972,0.0005235474,0.0001263373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007273517,"about_ca_system_score_gemma":0.0001990067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001638973,"about_ca_topic_score_gemma":0.0004105141,"domain_scores_codex":[0.9968703,0.0003872125,0.0004847327,0.0008490162,0.0008238445,0.0005849058],"domain_scores_gemma":[0.9980192,0.000304911,0.0001686052,0.00078448,0.0002184175,0.0005044017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004581484,0.001329258,0.000476117,0.002018276,0.0003636097,0.9264864,0.0007897441,0.00005556539,0.00003516582,0.004787054,0.04466216,0.0185385],"study_design_scores_gemma":[0.01491667,0.0002009392,0.003548441,0.001114713,0.0009538679,0.1539451,0.06627306,0.0009353156,0.0002898044,0.0006984341,0.7562459,0.0008777502],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.400234,0.002330618,0.003183957,0.4761228,0.003623513,0.008218572,0.0001038696,0.00064364,0.1055389],"genre_scores_gemma":[0.8745002,0.0002315364,0.01451629,0.02066837,0.0001543882,0.0005757305,0.0002213866,0.00006065114,0.08907146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7725413,"threshold_uncertainty_score":0.9999281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393256590","doi":"10.1097/ncm.0000000000000723","title":"Reflections on Case Management—Past, Present, and Future","year":2024,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission","funders":"","keywords":"Case management; MEDLINE; Computer science; Business; Process management; Political science","authors":[{"name":"Vivian Campagna","is_ca":true},{"name":"Katherine Edwards","is_ca":false},{"name":"Patricia Kelley Morgan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05493850146422567,"gpt":0.5053326597963058,"spread":0.4503941583320801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006757454,0.0003076043,0.000201172,0.0005621763,0.002198274,0.00007478836,0.0001234618,0.0001950221,0.00213813],"category_scores_gemma":[0.000005250864,0.0002428251,0.00007521901,0.0007790271,0.00005382835,0.0002683842,0.0003838206,0.0008651781,0.001050481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046893,"about_ca_system_score_gemma":0.0001476896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005307029,"about_ca_topic_score_gemma":0.00006032841,"domain_scores_codex":[0.9972326,0.0005541465,0.0005554031,0.0006923929,0.0004595577,0.000505937],"domain_scores_gemma":[0.9988366,0.0002617268,0.0001121211,0.0004184324,0.0001510743,0.0002200353],"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":[0.000273855,0.0002604804,0.00006131239,0.00171417,0.0002333429,0.0289123,0.00408936,0.000006629408,0.00001550456,0.4287609,0.4899472,0.04572488],"study_design_scores_gemma":[0.0006121501,0.00007779404,0.0008574055,0.0009265355,0.0001332338,0.001809158,0.05925397,0.0004513846,0.000004441371,0.004194132,0.9313845,0.0002952713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1238592,0.001408701,0.0008713215,0.1144589,0.03553723,0.006029702,0.0001597049,0.000995222,0.7166799],"genre_scores_gemma":[0.6708471,0.000275489,0.002520758,0.005970686,0.007100499,0.002885981,0.000139422,0.00009069189,0.3101694],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5469878,"threshold_uncertainty_score":0.9997273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003840070","doi":"10.1097/ncm.0000000000000390","title":"The Montreal Cognitive Test Intervention","year":2020,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Intervention (counseling); Cognition; Population; Nonprobability sampling; Acute care; Health care; Physical therapy; Cognitive impairment; Family medicine; Psychiatry; Environmental health","authors":[{"name":"Andrew Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02799918442752665,"gpt":0.3211173948811379,"spread":0.2931182104536112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002039423,0.000138777,0.0001342468,0.00003701378,0.0003039557,0.00003123107,0.00005531069,0.00002860091,0.0002359143],"category_scores_gemma":[0.00007137442,0.00008292341,0.0001158819,0.0001490306,0.00004395373,0.00005500574,0.0002286344,0.0001333497,0.0003887835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004671598,"about_ca_system_score_gemma":0.00001191068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003264855,"about_ca_topic_score_gemma":0.00004021058,"domain_scores_codex":[0.9989496,0.00005447853,0.000224722,0.0002536189,0.0002945717,0.0002229826],"domain_scores_gemma":[0.999442,0.0001466717,0.00005727028,0.0001334966,0.00005788799,0.0001626877],"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":[0.001617205,0.00183099,0.008360254,0.0007960917,0.001189285,0.0384727,0.001284452,0.000002206807,0.00003615224,0.006739988,0.2579335,0.6817372],"study_design_scores_gemma":[0.01971942,0.003103736,0.0875691,0.001448525,0.002709291,0.00126724,0.03211879,0.004277947,0.0004975371,0.001046925,0.8455018,0.0007396954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3800327,0.001993706,0.004063233,0.4116004,0.001766063,0.01228753,0.00006904454,0.0008873116,0.1873],"genre_scores_gemma":[0.9768582,0.000065705,0.0003936904,0.002432229,0.0001606779,0.0002677765,0.00005193185,0.00001587749,0.01975394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6809975,"threshold_uncertainty_score":0.4997155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412774169","doi":"10.1097/ncm.0000000000000830","title":"Case Managers on the Front Lines of Climate-Related Health Crisis","year":2025,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission; 123 Certification (Canada)","funders":"","keywords":"Front (military); Business; Geography; Meteorology","authors":[{"name":"Vivian Campagna","is_ca":true},{"name":"Lorna Lee-Riley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04956953200438766,"gpt":0.3570897084747036,"spread":0.3075201764703159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009399115,0.0001625532,0.0001987941,0.0001018705,0.0005699986,0.00001458848,0.0001589911,0.00005051829,0.002483803],"category_scores_gemma":[0.00001979114,0.0001040676,0.00006729494,0.0002991784,0.00007557181,0.00006152072,0.0005394724,0.0001800605,0.0002934768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386532,"about_ca_system_score_gemma":0.0000118024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000844701,"about_ca_topic_score_gemma":0.0003768635,"domain_scores_codex":[0.9983641,0.0001656072,0.000438422,0.0003039952,0.0002999277,0.0004279666],"domain_scores_gemma":[0.9991577,0.0001420868,0.0001827491,0.000389167,0.000009575239,0.0001186966],"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":[0.0003410682,0.001092452,0.003980113,0.001800583,0.0001420505,0.02144331,0.004309351,0.0008873476,0.00002027156,0.02400894,0.8507645,0.09121008],"study_design_scores_gemma":[0.01652995,0.003619529,0.1189916,0.01135279,0.001412064,0.01181222,0.3485097,0.03076772,0.001468056,0.05454779,0.3965568,0.004431795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8301076,0.0003297366,0.00006035437,0.08447449,0.001224486,0.002195044,0.00008423061,0.00008361907,0.08144043],"genre_scores_gemma":[0.9825544,0.0005076504,0.0002675942,0.01267723,0.00001967088,0.0001129826,0.00001537004,0.00001319169,0.003831856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4542076,"threshold_uncertainty_score":0.998428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316768105","doi":"10.1097/ncm.0b013e3181f5a7e9","title":"A New Era for Case Management","year":2010,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Accreditation; Certification; Commission; Case management; Management; Vice president; Political science; Business; Public administration; Law; Process management","authors":[{"name":"Vivian Campagna","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1642119041044161,"gpt":0.5169510307946646,"spread":0.3527391266902486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001162141,0.0002244913,0.0002498426,0.0001948872,0.0002768647,0.00003877883,0.0001012315,0.0000918264,0.001694856],"category_scores_gemma":[0.0002389664,0.0001904568,0.0001622539,0.0002074123,0.00003029564,0.0001698939,0.0003215082,0.0004324285,0.0001616243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007561844,"about_ca_system_score_gemma":0.00008275563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001511401,"about_ca_topic_score_gemma":0.0002801681,"domain_scores_codex":[0.9977968,0.00004851764,0.0008206586,0.0005094832,0.0004463599,0.0003781567],"domain_scores_gemma":[0.9983258,0.0004237895,0.0002174416,0.000547896,0.0001520679,0.0003330304],"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":[0.001213114,0.0006893411,0.0005124506,0.0009428827,0.0004846482,0.1051372,0.0001717887,0.000006238511,0.0002163658,0.03512206,0.257896,0.5976079],"study_design_scores_gemma":[0.01716903,0.0005591065,0.003203025,0.0002565582,0.00228745,0.05451644,0.006860524,0.002415497,0.0002560183,0.008335602,0.9034799,0.000660884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7803413,0.0001230903,0.08590359,0.07193207,0.01038788,0.01653167,0.0001146591,0.0005160508,0.03414968],"genre_scores_gemma":[0.6481707,0.00002155039,0.3052911,0.006334603,0.0009840546,0.0006754405,0.0001855299,0.00006145758,0.0382756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6455839,"threshold_uncertainty_score":0.9992177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328671700","doi":"10.1097/ncm.0b013e3182a7a965","title":"Patient Empowerment and Health Care Reform","year":2013,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Accreditation; Commission; Chief executive officer; Suite; Officer; Empowerment; Business; Management; Health care; Public relations; Nursing; Political science; Medical education; Medicine; Law; Finance","authors":[{"name":"Patrice V. Sminkey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03929965388969102,"gpt":0.4226613558064597,"spread":0.3833617019167687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004665046,0.0002455519,0.0003429815,0.0001698358,0.001739343,0.00001543541,0.0001096737,0.0001148846,0.001829554],"category_scores_gemma":[0.00000640396,0.0001806168,0.00005817531,0.0001448845,0.00004062252,0.0001930233,0.0008336602,0.0005147733,0.0007331549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002225756,"about_ca_system_score_gemma":0.0004335514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574066,"about_ca_topic_score_gemma":0.0004085763,"domain_scores_codex":[0.9972271,0.0003035312,0.0007721661,0.0004400675,0.0004290314,0.0008281574],"domain_scores_gemma":[0.9986591,0.00007509117,0.000280453,0.0004140216,0.000162093,0.0004092915],"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":[0.00006738008,0.0001732945,0.009272209,0.0045045,0.00008961801,0.0008327236,0.01915098,5.178297e-7,0.000002998258,0.01966571,0.6632134,0.2830267],"study_design_scores_gemma":[0.002051962,0.0004427962,0.08887703,0.0005342634,0.0000342392,0.0001178243,0.1670341,0.00001957319,0.000004231829,0.00155203,0.7388389,0.0004930772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.486715,0.006069974,0.00008240535,0.1531892,0.006046575,0.01265154,0.00008495367,0.000469572,0.3346908],"genre_scores_gemma":[0.8619494,0.0004307631,0.002704376,0.1181425,0.0002198233,0.00262414,0.00011754,0.00004970655,0.01376178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3752344,"threshold_uncertainty_score":0.9995602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}