{"id":"W4221018407","doi":"10.1503/cjs.018420","title":"Growing academic global surgery: opportunities for Canadian trainees","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Toronto","funders":"University of Toronto; McMaster University; Queen's University; University of Calgary; McGill University; Université de Montréal; University of Alberta","keywords":"Medicine; General partnership; Global health; Curriculum; Medical education; Equity (law); Nature versus nurture; Public relations; Nursing; Public health; Political science; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00506039,0.0006357917,0.0003429291,0.001845303,0.02307458,0.009067,0.002002914,0.003547269,0.02933649],"category_scores_gemma":[0.008252964,0.0004422096,0.0007198753,0.002524162,0.007755349,0.003255608,0.01576951,0.005547678,0.00180205],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02926711,"about_ca_system_score_gemma":0.1905344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6353425,"about_ca_topic_score_gemma":0.9178699,"domain_scores_codex":[0.9916756,0.001174887,0.0001037134,0.0002531627,0.001400595,0.00539196],"domain_scores_gemma":[0.9582347,0.0009193907,0.0009026431,0.0002409442,0.002239873,0.03746247],"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":[0.0001592707,0.0003420271,0.07501446,0.001127742,0.00004499858,0.004730428,0.1067973,0.0003664363,0.001615299,0.0308471,0.5793317,0.1996233],"study_design_scores_gemma":[0.00003369463,0.0001708239,0.04284828,0.0010732,0.00002966024,0.001740537,0.2803383,0.000188317,0.0002326693,0.004971663,0.6682307,0.0001422198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2098585,0.01388386,0.001351676,0.5999502,0.00842807,0.000221559,0.0007445746,0.0003012739,0.1652604],"genre_scores_gemma":[0.8457954,0.01802573,0.004771107,0.07147709,0.002160456,0.0001437665,0.0006431112,0.0001552217,0.05682819],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9707329,"threshold_uncertainty_score":0.73361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550963761241966,"score_gpt":0.3038433798519446,"score_spread":0.148747003727748,"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."}}