{"id":"W2153068451","doi":"10.1086/502055","title":"More Should Be Done to Protect Surgical Patients From Intraoperative Hepatitis B Infection","year":2002,"lang":"en","type":"letter","venue":"Infection Control and Hospital Epidemiology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Medicine; Action (physics); Hepatitis B; Surgery; Surgical procedures; General surgery; Virology","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"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005239923,0.0007221383,0.002338639,0.000351732,0.000297673,0.0000299987,0.00006866459,0.001738147,0.0003732021],"category_scores_gemma":[0.004350376,0.0005973427,0.000359048,0.0002221231,0.00035782,0.0001553997,0.0001122361,0.002462372,0.0001649396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003903468,"about_ca_system_score_gemma":0.00005433891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09790786,"about_ca_topic_score_gemma":0.00449444,"domain_scores_codex":[0.9956502,0.0009538986,0.001121634,0.001117078,0.0003101867,0.0008470041],"domain_scores_gemma":[0.996685,0.001698895,0.0004278513,0.0003838284,0.0005135153,0.0002908822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009880235,0.0001296658,0.6604097,0.00006603097,0.000507061,0.0001495701,0.0002301723,0.000008208513,0.000002842811,0.00001223447,0.3293991,0.0089866],"study_design_scores_gemma":[0.002325352,0.002714943,0.5374448,0.0001379566,0.0002765538,0.00002889474,0.00000117876,0.0002058349,0.000005778852,0.0001184909,0.456326,0.0004141858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4305092,0.0006311021,0.0009828672,0.5617861,0.001810324,0.002949085,0.0005612009,0.0002423162,0.0005278664],"genre_scores_gemma":[0.4526509,0.003449635,0.0001955897,0.5338477,0.006770241,0.001520671,0.0009360573,0.0001026802,0.0005265165],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1269269,"threshold_uncertainty_score":0.999839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044761748120722,"score_gpt":0.3124588229369518,"score_spread":0.2720112054557445,"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."}}