{"id":"W3113430750","doi":"10.25011/cim.v43i4.35003","title":"INTERNATIONAL TRAINING CONSIDERATIONS OF CANADIAN CLINICIAN-SCIENTIST TRAINEES—A NATIONAL SURVEY","year":2020,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Western University; Queen's University; University of Ottawa","funders":"","keywords":"Mentorship; Prestige; Training (meteorology); Medical education; Medicine; Psychology; Family medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002015071,0.000201953,0.0002043138,0.00170213,0.002409626,0.0008843657,0.001032874,0.0005435541,0.002804156],"category_scores_gemma":[0.00738381,0.0002855261,0.0003546199,0.002969568,0.0007725444,0.0005120289,0.001365661,0.0008870938,0.0003487676],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01449677,"about_ca_system_score_gemma":0.03282075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9386121,"about_ca_topic_score_gemma":0.9619355,"domain_scores_codex":[0.997672,0.0002394461,0.0001449778,0.0001761799,0.001076368,0.0006910147],"domain_scores_gemma":[0.9903575,0.0005568441,0.002188348,0.0001203261,0.002823587,0.003953351],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004570436,0.00004709113,0.9816228,0.0001544359,0.00002245263,0.00008765011,0.003637647,0.0001027406,0.0001505796,0.00009685926,0.006248991,0.007783083],"study_design_scores_gemma":[0.000003371108,0.00002557531,0.9907044,0.0000726752,0.000006022931,0.00005514346,0.005181489,0.00009763749,0.00003480353,0.00001083978,0.003795507,0.00001255004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842392,0.000664914,0.0001352611,0.00311733,0.00003858513,0.0001275723,0.004494461,0.00001819746,0.007164395],"genre_scores_gemma":[0.9949933,0.001109486,0.0002938123,0.0006297228,0.00002351867,0.00007943647,0.00173847,0.00000675152,0.001125477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9979849,"threshold_uncertainty_score":0.1234988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5378833433075004,"score_gpt":0.4382245515720065,"score_spread":0.09965879173549397,"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."}}