{"id":"W3214043927","doi":"10.1177/00207640211057724","title":"Wellbeing and mental health amongst medical students in Canada","year":2021,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Psychology; Psychiatry; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003702341,0.0001454644,0.000236311,0.001138461,0.003103834,0.0012025,0.0005612222,0.0004660975,0.003287028],"category_scores_gemma":[0.001359507,0.0001706154,0.0002154197,0.002786552,0.0006744894,0.0002644616,0.001104481,0.0007196183,0.0003074745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01177209,"about_ca_system_score_gemma":0.02179179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9563146,"about_ca_topic_score_gemma":0.9780033,"domain_scores_codex":[0.999343,0.00004099464,0.00003335407,0.00005117098,0.0002643454,0.0002670756],"domain_scores_gemma":[0.9983734,0.00006290035,0.0002656226,0.00001990704,0.0004195654,0.0008585602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003231494,0.00005570007,0.9888638,0.00007865846,0.00001241264,0.0001861426,0.001649186,0.0000241129,0.0002703724,0.00004654306,0.0008463274,0.007934491],"study_design_scores_gemma":[0.000002095421,0.00003278691,0.9959858,0.00004100745,0.000004139524,0.00007104201,0.0029509,0.00003848463,0.00003230699,0.00001094243,0.0008251898,0.000005153097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944764,0.0008200365,0.00002636839,0.001239421,0.00001730865,0.00003680724,0.001065566,0.000004772365,0.002313294],"genre_scores_gemma":[0.9979674,0.0007228592,0.00005868834,0.0002698194,0.000009739567,0.000009339754,0.0002828276,0.000001613645,0.000677601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04368544,"threshold_uncertainty_score":0.08788538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028646762114138,"score_gpt":0.4387295104295386,"score_spread":0.4184430428083972,"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."}}