{"id":"W4405073218","doi":"10.46747/cfp.701112753","title":"Change is not possible unless it is feasible","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Computer science; Data science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007675842,0.0007726891,0.0008148114,0.0006648213,0.00933572,0.009862272,0.002260134,0.007751967,0.2412159],"category_scores_gemma":[0.0374159,0.0005410554,0.001264479,0.000514251,0.007454061,0.01279535,0.01001082,0.01299673,0.1867961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419184,"about_ca_system_score_gemma":0.007731502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105152,"about_ca_topic_score_gemma":0.02788603,"domain_scores_codex":[0.9879286,0.002993019,0.0003031974,0.001048581,0.005695324,0.002031329],"domain_scores_gemma":[0.9813014,0.001757637,0.0008883204,0.003434215,0.006092567,0.006525789],"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":[0.00002107138,0.00006152756,0.000203812,0.0000616181,0.00001613235,0.0001391528,0.0007212046,0.00003653367,0.0002814782,0.02025275,0.9516789,0.02652572],"study_design_scores_gemma":[0.00001056253,0.0000154005,0.0003086019,0.0001139523,0.000003546679,0.0000934212,0.0008298205,0.00002431074,0.00006055749,0.004227645,0.9942949,0.0000171867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0015842,0.0009173215,0.003423896,0.2523863,0.02164232,0.00020794,0.0003048026,0.001822601,0.7177106],"genre_scores_gemma":[0.05312094,0.002018679,0.009420512,0.238496,0.005865763,0.0005785984,0.0006458509,0.001900845,0.6879528],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2412159,"threshold_uncertainty_score":0.8069475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0757518779545776,"score_gpt":0.3487384392854161,"score_spread":0.2729865613308385,"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."}}