{"id":"W7097641018","doi":"","title":"Original Research Factors Explaining Career Satisfaction Among Psychiatrists and Surgeons in Canada","year":2015,"lang":"en","type":"article","venue":"","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variance (accounting); Job satisfaction; Delegate; Multilevel model; Explained variation; Quality (philosophy); Regression analysis; Population; 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":[0.001496382,0.000361436,0.0003170986,0.001648095,0.002630896,0.001317522,0.0005151115,0.0003764652,0.005533724],"category_scores_gemma":[0.009738541,0.0002269486,0.0005198548,0.003418595,0.0009976337,0.0002546393,0.0009819027,0.0006466432,0.00034407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01644742,"about_ca_system_score_gemma":0.04555397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9579466,"about_ca_topic_score_gemma":0.9664686,"domain_scores_codex":[0.9988118,0.0001472866,0.0000789268,0.0001030802,0.0004804571,0.0003784875],"domain_scores_gemma":[0.9930381,0.001057493,0.001376453,0.0001342863,0.002771146,0.001622572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001590258,0.00001308534,0.9957665,0.00001961481,0.00001723914,0.00003530781,0.0004519365,0.00014875,0.00003539658,0.00007002557,0.0008633783,0.002562979],"study_design_scores_gemma":[0.000003737477,0.00001057467,0.996838,0.00003592495,0.000008726584,0.0000388351,0.001610073,0.0005442759,0.00002017315,0.0000559616,0.0008291003,0.000004655528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927126,0.0003289785,0.0002903485,0.001019075,0.00002374684,0.00007067288,0.002230663,0.00001156941,0.003312328],"genre_scores_gemma":[0.9970924,0.0002942208,0.0003909268,0.0001034913,0.00001087272,0.00002941317,0.001181859,0.000004529752,0.0008922619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0420534,"threshold_uncertainty_score":0.1193349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2294220762447492,"score_gpt":0.4758751250513156,"score_spread":0.2464530488065664,"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."}}