{"id":"W4413989212","doi":"10.1016/j.pratan.2025.08.004","title":"Retour d’expérience sur une année de fellowship au Canada","year":2025,"lang":"fr","type":"article","venue":"Le Praticien en Anesthésie Réanimation","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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"],"consensus_categories":[],"category_scores_codex":[0.005483363,0.0003447995,0.0005280768,0.0001472903,0.001282342,0.00009933989,0.0004065114,0.0006930532,0.00028624],"category_scores_gemma":[0.004678191,0.0003681383,0.00007301988,0.00127561,0.000125429,0.001278005,0.0001012357,0.00130019,0.0002383134],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002565742,"about_ca_system_score_gemma":0.03542547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9554856,"about_ca_topic_score_gemma":0.9190412,"domain_scores_codex":[0.9909734,0.00539594,0.00125535,0.0005422858,0.0005778342,0.00125517],"domain_scores_gemma":[0.9938615,0.003957859,0.0007135675,0.0005902551,0.0004920547,0.000384739],"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":[0.0001992829,0.0004526172,0.0315271,0.01289424,0.000128151,0.0008527944,0.1494,0.001194021,0.0008949461,0.49446,0.2948503,0.01314665],"study_design_scores_gemma":[0.0007549989,0.0001442842,0.0364645,0.002151085,0.00009311804,0.000210484,0.04177781,0.01646031,0.0002123242,0.00278354,0.8984764,0.0004712078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4905918,0.001961176,0.004739501,0.4133971,0.005511929,0.001560984,0.00005167187,0.0000946256,0.08209119],"genre_scores_gemma":[0.8975692,0.0001359981,0.001259116,0.004952955,0.0009003528,0.0001283821,0.00003073059,0.00003595601,0.09498727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6036261,"threshold_uncertainty_score":0.999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273158678679345,"score_gpt":0.3788686439131668,"score_spread":0.3461370571263733,"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."}}