{"id":"W6992774823","doi":"","title":"Medical Student Mental Health and Wellness Pilot Study","year":2024,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Mental health; Affect (linguistics); Coping (psychology); Distress; Population; Psychological distress; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001790174,0.0004133786,0.0004651514,0.001158361,0.003447948,0.0009647862,0.0004846992,0.000891562,0.003503645],"category_scores_gemma":[0.001721921,0.0003963843,0.0005523097,0.0008627866,0.0006188455,0.0005544236,0.001332373,0.001628575,0.001858613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002448947,"about_ca_system_score_gemma":0.007483195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07987469,"about_ca_topic_score_gemma":0.195002,"domain_scores_codex":[0.9989154,0.0002603718,0.00005574688,0.00006109636,0.0002506334,0.0004567463],"domain_scores_gemma":[0.996401,0.0001668042,0.0001767371,0.0001705067,0.0007206877,0.002364383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00146528,0.03117099,0.9046736,0.0001334007,0.00005062065,0.001390816,0.01482289,0.00009396912,0.002615828,0.0002805715,0.006372225,0.0369296],"study_design_scores_gemma":[0.0002920331,0.009943808,0.9682252,0.00002842155,0.00002554203,0.0002594846,0.01314605,0.0001194709,0.0003528008,0.00006520621,0.007520819,0.00002117711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993899,0.00004609689,0.00009002964,0.000754167,0.00004592584,0.001445987,0.0006976708,0.00001044431,0.003010594],"genre_scores_gemma":[0.9884701,0.0002812802,0.0007420966,0.001238281,0.0001226209,0.001710675,0.001197943,0.000004809382,0.006232112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07987469,"threshold_uncertainty_score":0.1588196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06382957874645283,"score_gpt":0.4113766253893963,"score_spread":0.3475470466429435,"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."}}