{"id":"W2008489745","doi":"10.1136/ewjm.175.5.336","title":"Helping physicians cope with their own chronic illnesses","year":2001,"lang":"en","type":"article","venue":"Western Journal of Medicine","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Chronic disease; Coping (psychology); Medicine; Disease; Psychiatry; Family medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.001687273,0.000200644,0.0006456116,0.0001858496,0.0004411286,0.000004874507,0.0002879278,0.0001503695,0.0004658325],"category_scores_gemma":[0.0001184843,0.0001139375,0.00005264763,0.00027287,0.0002201444,0.0001864439,0.00002617269,0.001274417,0.00007282571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803867,"about_ca_system_score_gemma":0.0004880357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000808579,"about_ca_topic_score_gemma":0.0002965709,"domain_scores_codex":[0.9974135,0.0005324527,0.0009006126,0.0001795476,0.0003649023,0.0006089464],"domain_scores_gemma":[0.9977148,0.0005973204,0.0008350593,0.0002819241,0.0003073651,0.0002635171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001463355,0.0003444356,0.3394686,0.001404261,0.0004087327,0.001483553,0.06531303,0.000116975,0.004462276,0.000468412,0.04106508,0.5440013],"study_design_scores_gemma":[0.01223002,0.004787177,0.1879418,0.0163348,0.0001607884,0.001354395,0.01944746,0.00003211099,0.0001169133,0.0007738979,0.7564472,0.0003734548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229608,0.003405655,0.005962937,0.05123854,0.003414131,0.0003740273,0.000001811965,0.00004344148,0.01259866],"genre_scores_gemma":[0.9739266,0.003743798,0.00005980172,0.01342477,0.00736304,0.000006814127,0.000002584878,0.00004138354,0.001431217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7153821,"threshold_uncertainty_score":0.5536779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0516884241293025,"score_gpt":0.4166527383998119,"score_spread":0.3649643142705093,"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."}}