{"id":"W2160777202","doi":"10.1086/503452","title":"Transmissions From Infected Healthcare Providers to Patients Are Medical Errors","year":2002,"lang":"en","type":"letter","venue":"Infection Control and Hospital Epidemiology","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Health care; Action (physics); Medical emergency; Medicine; Internet privacy; Business; Computer science; Political science","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00105651,0.0005720884,0.001599711,0.0003950361,0.0006712969,0.00001251,0.0002308053,0.002532745,0.001432434],"category_scores_gemma":[0.005899926,0.0004660539,0.0002682684,0.0001991286,0.0001523537,0.0001301983,0.0001632949,0.003693056,0.0006717647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210115,"about_ca_system_score_gemma":0.0001812511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01538559,"about_ca_topic_score_gemma":0.00224566,"domain_scores_codex":[0.9912127,0.004665366,0.001534927,0.001018014,0.00038028,0.001188668],"domain_scores_gemma":[0.9932535,0.004518947,0.0008004121,0.0004889905,0.0002727019,0.0006654487],"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":[0.00009000892,0.00009134546,0.2828527,0.0002521461,0.0001814128,0.00004180906,0.0008324268,0.000002865994,1.311499e-7,0.0000650435,0.705654,0.009936091],"study_design_scores_gemma":[0.001978203,0.0005372862,0.2975908,0.0005283128,0.0001092382,7.360266e-7,0.00007074245,0.0001164621,1.720137e-8,0.0007830135,0.6979338,0.0003514517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0567716,0.0004617399,0.003166878,0.9304131,0.003958936,0.003339936,0.0004330962,0.0003030962,0.001151623],"genre_scores_gemma":[0.07342036,0.0006241555,0.0000552432,0.9191332,0.002899954,0.001337413,0.0006208763,0.0000824844,0.001826348],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01664876,"threshold_uncertainty_score":0.9997791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04919648174141455,"score_gpt":0.3755406999578145,"score_spread":0.3263442182164,"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."}}