{"id":"W4399051964","doi":"10.1503/cmaj.231799","title":"Francophone patients","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; NOSM University; Francophone University Association","funders":"","keywords":"French; Psychology; Medicine; Linguistics; Philosophy","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":[0.0002160444,0.0002776548,0.0002359119,0.0002598651,0.002972241,0.0007744579,0.0002920523,0.0005809017,0.03577802],"category_scores_gemma":[0.0007882711,0.00007301389,0.0002401324,0.0005227473,0.0002622856,0.0002701204,0.0005111325,0.0004718007,0.003267024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00304015,"about_ca_system_score_gemma":0.004899065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3769421,"about_ca_topic_score_gemma":0.6565827,"domain_scores_codex":[0.9997091,0.00002458493,0.00001335677,0.00002599221,0.00004720318,0.0001797312],"domain_scores_gemma":[0.9995695,0.00002415322,0.00005393979,0.00001586612,0.00009595636,0.0002406442],"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":[0.0006649753,0.0004240224,0.4001905,0.0004188271,0.00008703997,0.02058355,0.002613602,0.0001353788,0.002057842,0.005058342,0.4715037,0.09626207],"study_design_scores_gemma":[0.0003246873,0.0004110123,0.507848,0.001652751,0.0001410366,0.04500276,0.0146209,0.0004445459,0.0006169067,0.002239964,0.4265716,0.0001257832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5933133,0.01338828,0.0007133743,0.01979052,0.001649644,0.0005868429,0.02277776,0.0001498476,0.3476304],"genre_scores_gemma":[0.9147988,0.00470437,0.0008277883,0.01213553,0.0004131691,0.0001584251,0.007236749,0.00003382474,0.05969127],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6230579,"threshold_uncertainty_score":0.7494961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008340624026867438,"score_gpt":0.2793773334224011,"score_spread":0.2710367093955336,"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."}}