{"id":"W1573845971","doi":"10.1023/a:1017582230384","title":"The Role of the Psychiatrist: Job Satisfaction of Medical Directors and Staff Psychiatrists","year":2001,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Job satisfaction; Agency (philosophy); Family medicine; Medicine; Psychology; Nursing; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009552573,0.0001598142,0.0003775328,0.00009805973,0.007975591,0.00001202232,0.000652345,0.0002659274,0.000150652],"category_scores_gemma":[0.0002353898,0.00009681093,0.0001121672,0.0003053596,0.0003772673,0.00009266101,0.0002151081,0.00443781,0.000006273356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002520367,"about_ca_system_score_gemma":0.001230973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009835062,"about_ca_topic_score_gemma":0.01423199,"domain_scores_codex":[0.9891363,0.008031216,0.001377464,0.0001123326,0.0007341031,0.0006086052],"domain_scores_gemma":[0.9965498,0.001175279,0.001092887,0.0005760128,0.0001181551,0.0004878137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002398514,0.0001829627,0.7260392,0.0002253471,0.00003303988,3.663892e-7,0.01424535,3.036119e-7,0.00002484674,0.001297018,0.008016533,0.2496952],"study_design_scores_gemma":[0.001599151,0.0004596963,0.9013569,0.0006639916,0.00001292197,0.0001681243,0.03690707,0.0000367787,0.000006785052,0.006108063,0.05258803,0.00009245944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569646,0.006487524,0.00002555704,0.0275435,0.003611982,0.0005877659,0.00001706645,0.00001800884,0.004744067],"genre_scores_gemma":[0.9670811,0.03083283,0.000106203,0.001524699,0.0003492429,0.000008248395,0.000002794314,0.0000199995,0.00007492177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2496028,"threshold_uncertainty_score":0.997859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909457212360701,"score_gpt":0.4444783979295481,"score_spread":0.4053838258059411,"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."}}