{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01637118,0.0003083898,0.0003306369,0.001129753,0.005032932,0.007879051,0.001901678,0.002781098,0.01780877],"category_scores_gemma":[0.05375595,0.000304672,0.0003513045,0.001333251,0.01035464,0.004337322,0.008041168,0.004343248,0.003294498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01261089,"about_ca_system_score_gemma":0.03874847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02076469,"about_ca_topic_score_gemma":0.02767972,"domain_scores_codex":[0.9707758,0.01658933,0.001066777,0.002855545,0.00610866,0.002603862],"domain_scores_gemma":[0.9524416,0.01109344,0.004328005,0.002862329,0.01058148,0.0186932],"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":[0.00007770643,0.0006448454,0.06499887,0.001281558,0.00006900821,0.001246489,0.159308,0.0003229127,0.001790869,0.07261344,0.2207913,0.476855],"study_design_scores_gemma":[0.00006334637,0.0002705371,0.03627178,0.002578637,0.00002778667,0.0007823617,0.1408543,0.0002565846,0.0003332799,0.0246194,0.7938834,0.00005846576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1429309,0.006814991,0.01347036,0.4081823,0.004688091,0.001051757,0.0003750998,0.0004837899,0.4220027],"genre_scores_gemma":[0.8812535,0.005011192,0.01513311,0.05948242,0.0009974097,0.0007371146,0.0003227354,0.0001610898,0.03690157],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02076469,"threshold_uncertainty_score":0.09149891,"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."}}