{"id":"W2982857463","doi":"10.36106/ijsr/0221510","title":"A TEMPLATE FOR SURGICAL RESIDENCY TRAINING PROGRAM (SURGICAL POSTGRADUATE TRAINING) IN DEVELOPING COUNTRIES.","year":2019,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Physicians and Surgeons of Ontario","funders":"","keywords":"Developing country; Developed country; Quality (philosophy); Training (meteorology); Economic growth; Medicine; Business; Political science; Medical education; Public relations; Economics; Population; Geography; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002571451,0.0003935581,0.0002156996,0.001241602,0.001068612,0.001288853,0.001035364,0.001148342,0.02202511],"category_scores_gemma":[0.007718056,0.0001974671,0.0004317319,0.001405815,0.0006082777,0.001685891,0.002373753,0.001476745,0.005678377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135885,"about_ca_system_score_gemma":0.01123708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001913503,"about_ca_topic_score_gemma":0.004574164,"domain_scores_codex":[0.9986125,0.0004896334,0.0001510478,0.00008025253,0.0004426215,0.0002238912],"domain_scores_gemma":[0.9956954,0.0004572887,0.000738791,0.0001959344,0.0006815948,0.002231088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008752678,0.0005188177,0.01160378,0.003821956,0.00001188984,0.001463985,0.001816369,0.0005152088,0.001805666,0.01030169,0.2194844,0.7485686],"study_design_scores_gemma":[0.00008902954,0.0006438837,0.0896057,0.004659499,0.00003427537,0.006547374,0.005017107,0.0006047874,0.001979392,0.00620041,0.8845609,0.00005755156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1683983,0.09257077,0.06723752,0.1774692,0.04049039,0.01483272,0.01037844,0.002942556,0.4256802],"genre_scores_gemma":[0.4022761,0.09860922,0.316617,0.02570868,0.005390997,0.008737738,0.009853791,0.0004836448,0.1323228],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02202511,"threshold_uncertainty_score":0.07368135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2098482255323177,"score_gpt":0.498364771459716,"score_spread":0.2885165459273982,"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."}}