{"id":"W3117334609","doi":"10.36834/cmej.70348","title":"Factors influencing rheumatology residents’ decision on future practice location","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; Sunnybrook Health Science Centre; McMaster University; University of Toronto","funders":"Canadian Rheumatology Association","keywords":"Rheumatology; Internal medicine; Family medicine; Medicine; Telehealth; Political science; Health care; Telemedicine","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":[0.001325385,0.0001159461,0.0001304188,0.0004632752,0.001203367,0.0007714145,0.0004588335,0.0004599679,0.006940321],"category_scores_gemma":[0.009359033,0.0001210541,0.0002241196,0.0004918081,0.0005287636,0.0003217112,0.0005836032,0.0005318213,0.0004585408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0017886,"about_ca_system_score_gemma":0.005376264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2176394,"about_ca_topic_score_gemma":0.3318643,"domain_scores_codex":[0.9985328,0.0004351162,0.0001002451,0.0001131212,0.0004138672,0.0004048199],"domain_scores_gemma":[0.9946395,0.001346204,0.001358787,0.00008352984,0.0008851682,0.001686924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007793662,0.00009653265,0.9810635,0.00004922123,0.00001636795,0.0002006826,0.002188083,0.0001371723,0.0001793338,0.00007843964,0.002546498,0.01336621],"study_design_scores_gemma":[0.00001313427,0.0001259823,0.983785,0.0001331028,0.00001593019,0.0003606262,0.01219563,0.0005566137,0.00008245598,0.00008879876,0.002626207,0.0000164767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938261,0.0003679838,0.0001256661,0.001901795,0.00002726971,0.00002462732,0.000141665,0.000005536601,0.00357949],"genre_scores_gemma":[0.9991886,0.0001303935,0.0001531673,0.0001423143,0.00001131808,0.000006180819,0.00004307484,0.000001262481,0.0003236336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2176394,"threshold_uncertainty_score":0.4327452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201383660583708,"score_gpt":0.314998860481618,"score_spread":0.3029850238757809,"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."}}