{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003194338,0.0001233265,0.0002538317,0.0006115527,0.0001610794,0.00007301047,0.0003177003,0.0002653704,0.007063438],"category_scores_gemma":[0.07126605,0.0001146098,0.00006354867,0.0002782911,0.00007237241,0.0001276209,0.00001010148,0.0007862152,0.00002687771],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002024558,"about_ca_system_score_gemma":0.2835404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.150991,"about_ca_topic_score_gemma":0.766167,"domain_scores_codex":[0.9966252,0.00008195303,0.0005754193,0.0001924683,0.001623134,0.0009018094],"domain_scores_gemma":[0.9666737,0.00009629477,0.0000860801,0.00008182757,0.0006045469,0.03245757],"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":[0.00011224,0.0003866733,0.2792091,0.00005430838,0.00007182517,0.0005769294,0.009343348,0.000004453353,6.232174e-7,0.0006457791,0.4808719,0.2287228],"study_design_scores_gemma":[0.004428142,0.0002708711,0.1884625,0.001435767,0.00003252591,0.004719024,0.01437663,0.002119906,0.000003599097,0.0008811841,0.7829449,0.0003249785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7614961,0.0003400852,0.0000404463,0.2252863,0.00519385,0.000482882,0.00001381321,0.00001453457,0.00713191],"genre_scores_gemma":[0.8926928,0.00002797903,0.000356285,0.1044667,0.001890387,0.0001530341,0.00003664292,0.00001637344,0.000359752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.615176,"threshold_uncertainty_score":0.9938442,"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."}}