{"id":"W2056848913","doi":"10.1086/429821","title":"Infected Physicians and Invasive Procedures: Safe Practice Management","year":2005,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Medical Association; Rockefeller Brothers Fund","keywords":"Medicine; Bioethics; Human immunodeficiency virus (HIV); Hepatitis B virus; Family medicine; Public health; Hepatitis C virus; Epidemiology; Virology; Pathology; Virus; Law; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003016109,0.0002544889,0.0005245795,0.0001527615,0.0002290237,0.00005810387,0.00006394258,0.0001752526,0.0001375017],"category_scores_gemma":[0.009840979,0.0002376223,0.0002253396,0.0003239161,0.0002602054,0.0003375352,0.00009573965,0.0004251512,0.0002703748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598045,"about_ca_system_score_gemma":0.0003616132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003065285,"about_ca_topic_score_gemma":0.0002476622,"domain_scores_codex":[0.9977537,0.0002808436,0.0007288784,0.0005735407,0.0002834412,0.0003795884],"domain_scores_gemma":[0.9959999,0.002293136,0.0002909566,0.000429305,0.0005423808,0.0004443755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005779805,0.004506923,0.7960729,0.001672693,0.0009676288,0.0002006802,0.0001770484,0.00007244706,0.0000312948,0.003945465,0.01498368,0.1767913],"study_design_scores_gemma":[0.006205612,0.001583264,0.9236438,0.0005961421,0.001864149,0.0001474176,0.0002897868,0.0002468873,0.0000270245,0.0006229387,0.06437543,0.000397572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9135162,0.002596885,0.0004196674,0.01820072,0.001154656,0.003366814,0.00004675349,0.001224599,0.05947369],"genre_scores_gemma":[0.9678426,0.003852747,0.0002036493,0.02566175,0.001619228,0.0001934343,0.00003424946,0.0000442153,0.000548178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1763937,"threshold_uncertainty_score":0.9984996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641117782223635,"score_gpt":0.3921556798421632,"score_spread":0.3657445020199268,"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."}}