{"id":"W4229444121","doi":"10.1002/jhm.12827","title":"Honest communication and social asymmetries inside a hospital: Pitfalls for clinicians","year":2022,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Medicine; Hospital medicine; MEDLINE; Intensive care medicine; Family medicine; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001059815,0.0001939369,0.0007948639,0.0003201409,0.0004445407,0.00001721097,0.0002301347,0.00007390178,0.0001247991],"category_scores_gemma":[0.001226122,0.0001410709,0.0002241748,0.0003131548,0.0002776938,0.0001688585,0.0001671625,0.0005901378,0.000001542802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295833,"about_ca_system_score_gemma":0.0001803975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002515914,"about_ca_topic_score_gemma":0.000002533531,"domain_scores_codex":[0.9980012,0.00007845169,0.0008980669,0.0001719333,0.0005983791,0.0002519278],"domain_scores_gemma":[0.9979411,0.0004608333,0.0007217849,0.0002283148,0.0004188138,0.0002290982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003488554,0.006836181,0.4049792,0.000944713,0.001873803,0.000926643,0.06155964,0.00001117101,0.001467834,0.01575466,0.3674529,0.1347048],"study_design_scores_gemma":[0.02076296,0.07608981,0.4406836,0.0006444827,0.001328362,0.0007169874,0.05516777,0.00008145774,0.0002370911,0.006820937,0.3967697,0.0006968689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8585748,0.004435965,0.0001473709,0.1345519,0.001177363,0.0005572537,0.00001818438,0.00002463245,0.0005125443],"genre_scores_gemma":[0.99419,0.000545798,0.001769731,0.002142462,0.000770345,0.00002538103,0.0000237008,0.00003816227,0.0004944676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1356151,"threshold_uncertainty_score":0.5752702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220064458277956,"score_gpt":0.3225003183489508,"score_spread":0.3004938725211552,"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."}}