{"id":"W2967750783","doi":"","title":"Évaluation des besoins en matière de formation –Rapport de l’Association canadienne de gastroentérologie pour 2007.","year":2007,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01866907,0.0003229697,0.0005815008,0.00350434,0.00159441,0.002398205,0.001101524,0.00115615,0.01204287],"category_scores_gemma":[0.07654656,0.0004021221,0.0007309414,0.003583579,0.0007949345,0.002306903,0.003146468,0.001503331,0.00187204],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006238698,"about_ca_system_score_gemma":0.01605047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06875954,"about_ca_topic_score_gemma":0.08486633,"domain_scores_codex":[0.9859016,0.006269533,0.001323049,0.0005616088,0.003831167,0.002113046],"domain_scores_gemma":[0.9254229,0.02414384,0.01192253,0.001690818,0.02477676,0.01204318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001316354,0.0005833509,0.7719119,0.0009033927,0.0001311087,0.0004192761,0.009417443,0.0005223766,0.0004580416,0.001303929,0.02935713,0.1836758],"study_design_scores_gemma":[0.00007096274,0.0008206696,0.9328608,0.0009081901,0.000077099,0.0003290387,0.01275849,0.0005346396,0.0006148143,0.0002971478,0.05067518,0.00005298204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9044433,0.01312976,0.001713722,0.03633047,0.001342891,0.0005650226,0.005504756,0.0001214026,0.03684864],"genre_scores_gemma":[0.9745955,0.004886361,0.002377672,0.002013901,0.0006320074,0.0005370611,0.002466629,0.00006730639,0.01242353],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9937613,"threshold_uncertainty_score":0.1367186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06541026593365817,"score_gpt":0.3406098009833983,"score_spread":0.2751995350497402,"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."}}