{"id":"W3149461017","doi":"10.1503/cjs.2164201","title":"North–South surgical training partnerships","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Training (meteorology); Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01463501,0.0003973229,0.0007580511,0.0009172055,0.004660811,0.004140127,0.001565861,0.01182192,0.03039706],"category_scores_gemma":[0.0939304,0.0006294516,0.0009911323,0.001165202,0.002023922,0.00640218,0.005283516,0.01465662,0.008015944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008525205,"about_ca_system_score_gemma":0.02771207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01615531,"about_ca_topic_score_gemma":0.0538355,"domain_scores_codex":[0.9815606,0.009357201,0.00116866,0.001324731,0.004800099,0.001788634],"domain_scores_gemma":[0.9005396,0.04873014,0.00641877,0.002725401,0.01964665,0.02193953],"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":[0.00002235368,0.000009003631,0.0006783489,0.0002963702,0.0000155488,0.0001555342,0.0002240324,0.00001341281,0.00003064432,0.003084875,0.979691,0.01577898],"study_design_scores_gemma":[0.00005980995,0.00004377442,0.001597238,0.002115654,0.00002286305,0.0006467635,0.00100522,0.00005485032,0.00006907211,0.00332149,0.9910349,0.00002836377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000286421,0.004001942,0.00008914867,0.9808367,0.009855491,0.00001360798,0.0001080837,0.00001855516,0.004789976],"genre_scores_gemma":[0.008567,0.004032283,0.0003985288,0.9749267,0.005809154,0.00007039317,0.00008255177,0.00002801994,0.006085454],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03039706,"threshold_uncertainty_score":0.1016883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2025218927103891,"score_gpt":0.2868605875276108,"score_spread":0.08433869481722178,"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."}}