{"id":"W4415154875","doi":"10.46747/cfp.7110669","title":"Reflections and transitions","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presidency; Executive director; Family doctors; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009712797,0.001007133,0.0005966062,0.001125175,0.01694178,0.01632432,0.00341834,0.01041217,0.1306541],"category_scores_gemma":[0.05586865,0.0006004772,0.001229474,0.001072154,0.008073237,0.01394305,0.01313917,0.02859498,0.05169851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01063258,"about_ca_system_score_gemma":0.02609812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04707106,"about_ca_topic_score_gemma":0.08398654,"domain_scores_codex":[0.987099,0.00455797,0.0002713271,0.0008777023,0.003986388,0.003207668],"domain_scores_gemma":[0.9595696,0.003770503,0.0007945386,0.001501894,0.01400776,0.02035568],"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":[0.000007573442,0.00001690818,0.00006676713,0.00002152433,0.000001167037,0.00006710724,0.001675995,0.000008271751,0.00001995273,0.004545937,0.9863516,0.00721712],"study_design_scores_gemma":[0.000004612504,0.000007516221,0.0001445133,0.0001434564,0.000001207665,0.00009060472,0.005635196,0.00001001726,0.00002889297,0.001590111,0.9923311,0.00001265992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001140255,0.002496592,0.0007125867,0.8068567,0.08065803,0.00007166366,0.0004021727,0.0003741884,0.1072879],"genre_scores_gemma":[0.03165983,0.00538641,0.00197551,0.5391705,0.0149639,0.000294584,0.0007051391,0.0008841382,0.40496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1306541,"threshold_uncertainty_score":0.4370815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05416899040933856,"score_gpt":0.4156149632925012,"score_spread":0.3614459728831627,"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."}}