{"id":"W2309485266","doi":"10.1177/0706743715625952","title":"Career Interests of Canadian Psychiatry Residents: What Makes Residents Choose a Research Career?","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Toronto; Sunnybrook Health Science Centre; Queen's University; Health Sciences Centre; McGill University","funders":"","keywords":"Residency training; Medical education; Vocational education; Medicine; Psychology; Family medicine; Psychiatry; Continuing education; Pedagogy","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":[0.004096617,0.0001357715,0.0002353529,0.001554377,0.003208357,0.001625613,0.001068189,0.0008379036,0.003850312],"category_scores_gemma":[0.02598869,0.0002036597,0.0002285246,0.002001321,0.001805338,0.0008544909,0.001392865,0.0008939854,0.0002968872],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01088002,"about_ca_system_score_gemma":0.03680052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7198018,"about_ca_topic_score_gemma":0.8692427,"domain_scores_codex":[0.9970064,0.0005427263,0.0001081984,0.0001661812,0.00114433,0.001032271],"domain_scores_gemma":[0.9834234,0.002533052,0.00430777,0.0002257239,0.003399018,0.00611106],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001737754,0.00009223609,0.9414271,0.0001727057,0.00002947452,0.0002757676,0.01165066,0.00006244072,0.000206172,0.000455421,0.007687188,0.03776694],"study_design_scores_gemma":[0.000006309976,0.00003690578,0.9758021,0.0001712687,0.00001030598,0.0001702713,0.01999035,0.00008005834,0.00004871001,0.0001249859,0.003542543,0.00001602725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791133,0.001821812,0.0000728169,0.01244528,0.00006043922,0.00002406781,0.0003479882,0.000005922459,0.006108434],"genre_scores_gemma":[0.9972482,0.001215192,0.0001420729,0.0006462515,0.00003649499,0.0000115181,0.0001726564,0.000002885657,0.0005246883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9959034,"threshold_uncertainty_score":0.5636966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1825547461866875,"score_gpt":0.4168884939267671,"score_spread":0.2343337477400796,"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."}}