{"id":"W1957384640","doi":"","title":"Les visages et les voix de la médecine familiale canadienne","year":2011,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006666714,0.0003429748,0.0004528092,0.0001397541,0.001255806,0.00004389413,0.0003945527,0.001094776,0.007060108],"category_scores_gemma":[0.002093903,0.0003546361,0.0001236128,0.0002330475,0.0004490122,0.0005690495,0.0001549914,0.002753834,0.0004343076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166448,"about_ca_system_score_gemma":0.001657401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4929504,"about_ca_topic_score_gemma":0.4530528,"domain_scores_codex":[0.9886136,0.005027756,0.0006816064,0.0004624518,0.0002247028,0.004989859],"domain_scores_gemma":[0.994627,0.002286563,0.0004012545,0.0004042344,0.00009627563,0.002184697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002773514,0.001078191,0.6672549,0.002027248,0.0001210783,0.0001717506,0.07152045,0.000008007866,0.00001345205,0.1268968,0.03540336,0.09522746],"study_design_scores_gemma":[0.0007989443,0.00005828918,0.6164902,0.0002460824,0.0001007322,0.00001493348,0.005439132,0.00002913108,0.00002151088,0.001361652,0.3752318,0.0002075842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780361,0.01335625,0.0003156606,0.03976878,0.006019231,0.001212965,0.0003099375,0.0001440941,0.06083695],"genre_scores_gemma":[0.9202116,0.00984234,0.002288002,0.002902202,0.002146713,0.0002380189,0.0000288519,0.0000717433,0.06227053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3398285,"threshold_uncertainty_score":0.9998906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09551715008415432,"score_gpt":0.3754076074252898,"score_spread":0.2798904573411355,"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."}}