{"id":"W60124638","doi":"10.1136/bmj.322.7298.1361","title":"Why are doctors so unhappy?","year":2001,"lang":"gl","type":"letter","venue":"BMJ","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Boredom; Aside; Variety (cybernetics); Work (physics); Diversity (politics); Public relations; Anger; Health care; Psychology; Resentment; Sociology; Medicine; Political science; Social psychology; Law; Engineering; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008300846,0.002816096,0.002809339,0.002039944,0.004056121,0.01117693,0.004932765,0.02384381,0.01218663],"category_scores_gemma":[0.05939598,0.001890858,0.002019019,0.001603885,0.004859765,0.008526386,0.001514366,0.03409008,0.009219845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003573316,"about_ca_system_score_gemma":0.005032299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00277356,"about_ca_topic_score_gemma":0.006070795,"domain_scores_codex":[0.9919796,0.001516322,0.001002995,0.001391308,0.003443902,0.0006658987],"domain_scores_gemma":[0.9488827,0.02413495,0.00343258,0.001055982,0.01667485,0.005818944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003344647,0.00001073784,0.00009559942,0.0002490261,0.00001862631,0.0001119529,0.00003772384,0.00001848277,0.00002691606,0.0004190775,0.994995,0.00398333],"study_design_scores_gemma":[0.00007018827,0.0000691508,0.001024353,0.001139747,0.0000623064,0.0004484926,0.0003571433,0.0001665725,0.0001589679,0.001307953,0.9951317,0.00006333336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.00008649313,0.005775466,0.00009547811,0.2352547,0.7576924,0.00001615363,0.00005563329,0.00004687327,0.000976778],"genre_scores_gemma":[0.001008423,0.006007306,0.0001053274,0.2208074,0.7692595,0.00002480133,0.00002405508,0.00003651642,0.002726849],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02384381,"threshold_uncertainty_score":0.0438996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08576710820788389,"score_gpt":0.4400991330140369,"score_spread":0.354332024806153,"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."}}