{"id":"W4406694020","doi":"10.46747/cfp.710171","title":"Ne nous laissons pas briser par un système défaillant","year":2025,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01036965,0.000714435,0.0005431763,0.001145453,0.01089156,0.01472232,0.00228712,0.005309147,0.05517216],"category_scores_gemma":[0.02010911,0.0005270907,0.0006296001,0.002185038,0.008560463,0.0131578,0.007505553,0.005849852,0.01666288],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290228,"about_ca_system_score_gemma":0.02605103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1561797,"about_ca_topic_score_gemma":0.14369,"domain_scores_codex":[0.9878991,0.004462466,0.0003838816,0.001542569,0.003783416,0.001928536],"domain_scores_gemma":[0.9865493,0.002453424,0.0009690396,0.002304459,0.00521528,0.002508524],"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":[0.00007268457,0.0001043434,0.005126526,0.0003532144,0.00005307564,0.0004813841,0.01528949,0.0005746756,0.001409942,0.4968807,0.3834496,0.09620444],"study_design_scores_gemma":[0.00001639329,0.00003088817,0.00195125,0.0003372601,0.00001538212,0.0001598252,0.004676186,0.0006346432,0.0003552541,0.02281767,0.9689645,0.00004065237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01791767,0.002937905,0.07139442,0.2847222,0.004627691,0.0003304901,0.0006726046,0.003366749,0.6140303],"genre_scores_gemma":[0.4433768,0.003958195,0.04365055,0.06446846,0.001488898,0.0004760126,0.001224395,0.002151727,0.4392049],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9870977,"threshold_uncertainty_score":0.3105412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807395116858976,"score_gpt":0.2494639746226417,"score_spread":0.2313900234540519,"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."}}