{"id":"W4401868678","doi":"10.1503/cmaj.231799-f","title":"Patientèle francophone","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"French; Computer science; Medicine; Data science; World Wide Web; Humanities; Art","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":[0.0009520067,0.0006876581,0.0005824011,0.0009839798,0.00324337,0.001964383,0.0005036353,0.001881308,0.2633649],"category_scores_gemma":[0.004937718,0.0002289262,0.0004325166,0.001131559,0.0005231614,0.0009837084,0.002110989,0.002206851,0.08937924],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003560998,"about_ca_system_score_gemma":0.005438716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05451608,"about_ca_topic_score_gemma":0.08165569,"domain_scores_codex":[0.9985411,0.000295473,0.00009356443,0.0001759796,0.0004182819,0.0004756046],"domain_scores_gemma":[0.9981056,0.0002771437,0.0001975864,0.00008820355,0.0005721269,0.0007592654],"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":[0.0002335264,0.0001149063,0.007493797,0.0003664906,0.00003396909,0.005897549,0.001039904,0.00006473881,0.0006650923,0.004327954,0.8805974,0.09916481],"study_design_scores_gemma":[0.00003714037,0.00004324354,0.00512818,0.0005046697,0.000009881338,0.005154466,0.000880607,0.00004637511,0.0001898513,0.000635823,0.9873376,0.00003203844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05248483,0.04682339,0.001547942,0.1418254,0.01761272,0.0002800576,0.02386682,0.0008077205,0.7147511],"genre_scores_gemma":[0.2242231,0.03120748,0.001536248,0.05494929,0.004940747,0.00035521,0.009897429,0.0005532008,0.6723372],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.996439,"threshold_uncertainty_score":0.8810433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03811729836781764,"score_gpt":0.4174881084985569,"score_spread":0.3793708101307393,"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."}}