{"id":"W4415154935","doi":"10.46747/cfp.7110670","title":"Réflexions et transitions","year":2025,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.01053021,0.0007584774,0.0005210876,0.001199778,0.01187726,0.01640042,0.002587777,0.005103195,0.07516488],"category_scores_gemma":[0.03634195,0.0005529128,0.0009752774,0.001357917,0.02021741,0.01530759,0.009108566,0.01183242,0.02399542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01091944,"about_ca_system_score_gemma":0.01306146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03562382,"about_ca_topic_score_gemma":0.03179248,"domain_scores_codex":[0.9866548,0.006435824,0.0003744291,0.001585482,0.003252283,0.001697232],"domain_scores_gemma":[0.9845278,0.004765223,0.0007841373,0.00215219,0.005123828,0.002646837],"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":[0.00007760034,0.00004798551,0.000543286,0.0001215207,0.00001340182,0.00055209,0.06225029,0.00007783568,0.0003503426,0.5866327,0.3198692,0.02946381],"study_design_scores_gemma":[0.00001195429,0.00001188276,0.0002385838,0.0002046162,0.000004215133,0.0001461581,0.02425404,0.0000475739,0.0001790364,0.04934787,0.9255324,0.00002170258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006716689,0.003023738,0.01091328,0.1772987,0.01193528,0.0001522357,0.0005460038,0.0008905892,0.7885235],"genre_scores_gemma":[0.3185537,0.003655791,0.00778665,0.07174796,0.003301423,0.0004924926,0.0008403713,0.002605387,0.5910161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07516488,"threshold_uncertainty_score":0.2514516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388700108453834,"score_gpt":0.2698174715557222,"score_spread":0.2359304704711839,"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."}}