{"id":"W1887340830","doi":"10.36834/cmej.36695","title":"Procedural skills training for Canadian medical students participating in international electives","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McMaster University","funders":"","keywords":"Likert scale; Medical education; Scale (ratio); Medicine; Boot camp; Patient safety; Psychology; Health care; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009665968,0.0002948514,0.0001799053,0.0008828351,0.002454793,0.0008132771,0.0007619718,0.0005379003,0.00556192],"category_scores_gemma":[0.004931838,0.0001745312,0.0003488767,0.0008779513,0.00058343,0.0002565484,0.000895337,0.0009683735,0.0004431891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058408,"about_ca_system_score_gemma":0.033834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6570746,"about_ca_topic_score_gemma":0.8627899,"domain_scores_codex":[0.9990448,0.00005007985,0.0000320244,0.00004713135,0.0003640443,0.0004618787],"domain_scores_gemma":[0.9945741,0.0001709562,0.0005894057,0.00003952665,0.001115014,0.003511082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002068959,0.0007415193,0.9010539,0.0003461485,0.00002766613,0.0003683425,0.004893838,0.0002307065,0.001344977,0.0002485883,0.0157505,0.07478686],"study_design_scores_gemma":[0.00001699455,0.0003492764,0.9860961,0.0001249633,0.00001345513,0.0002180993,0.004942619,0.0002084827,0.000268832,0.00004182558,0.007693497,0.00002586569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898454,0.0006103359,0.0001094008,0.002171428,0.00009692457,0.000114784,0.0005724003,0.00001830411,0.006461157],"genre_scores_gemma":[0.9957116,0.0007228341,0.0005026194,0.0005458902,0.00002613211,0.00003228374,0.0004364024,0.000005471104,0.002016817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6570746,"threshold_uncertainty_score":0.6898898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964956650580475,"score_gpt":0.4135891232809527,"score_spread":0.373939556775148,"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."}}