{"id":"W2800112131","doi":"10.1097/igc.0000000000001288","title":"Changing Clinical Practice","year":2018,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; Vancouver General Hospital; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Workload; Knowledge translation; Cohesion (chemistry); Public relations; Family medicine; Management; Knowledge management; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006655646,0.0000790413,0.0002228832,0.0002042213,0.0002890354,0.0000180101,0.0005903311,0.0001246012,0.01096611],"category_scores_gemma":[0.02547754,0.00005630488,0.00009083622,0.0002432149,0.0001968755,0.0004362583,0.0001724747,0.0006453382,0.000494464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004616448,"about_ca_system_score_gemma":0.001135038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003173358,"about_ca_topic_score_gemma":0.00006742328,"domain_scores_codex":[0.9962185,0.0009358688,0.001474273,0.0001465736,0.0008147758,0.0004100274],"domain_scores_gemma":[0.9874089,0.006995839,0.001453768,0.00009208902,0.003806455,0.0002429767],"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":[0.001505155,0.0003880263,0.3485135,0.00003119092,0.0004544346,0.0003284514,0.01591423,0.00001638206,0.0004134224,0.01343083,0.3363234,0.2826811],"study_design_scores_gemma":[0.001075576,0.000413135,0.0906415,0.0000572559,0.00001504673,0.00002834001,0.002071946,0.000042912,0.00003591492,0.0006132171,0.9049378,0.00006735142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7652998,0.000088942,0.007443123,0.1586838,0.02799796,0.0003773526,0.00003638276,0.0000403901,0.0400323],"genre_scores_gemma":[0.8506005,0.0002438608,0.00594649,0.13332,0.00902483,0.00002334972,5.285009e-7,0.000007806154,0.000832724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5686145,"threshold_uncertainty_score":0.989938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7046344571015535,"score_gpt":0.7782160147021238,"score_spread":0.07358155760057028,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}