{"id":"W1976650812","doi":"10.1086/502026","title":"Scissors: A Potential Source of Nosocomial Infection","year":2002,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba; Health Sciences Centre","funders":"","keywords":"Medicine; Cross infection; Microbiology; Biology; Intensive care medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005802768,0.0001767177,0.0005242916,0.0001694031,0.0001902645,0.000006991717,0.00004354164,0.0004276393,0.001425277],"category_scores_gemma":[0.001462372,0.0001534476,0.0001626656,0.0001442843,0.000411662,0.0001371135,0.00003407873,0.0002611874,0.0002377239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002223984,"about_ca_system_score_gemma":0.00001006631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219926,"about_ca_topic_score_gemma":0.00005110859,"domain_scores_codex":[0.9981232,0.0006272995,0.0006012357,0.0003166145,0.00003232989,0.0002993037],"domain_scores_gemma":[0.9989147,0.0004399113,0.0003255729,0.0001443196,0.0001161211,0.00005939908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003700789,0.0008845769,0.7713344,0.0001326615,0.0005132804,0.000002666709,0.0004536884,0.0006899693,0.02530004,0.007324323,0.01288193,0.1801125],"study_design_scores_gemma":[0.008763518,0.002320791,0.8658594,0.00006129075,0.0002343023,0.0002286659,0.00003142659,0.0058896,0.0007789459,0.001983909,0.1133472,0.0005009524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107233,0.001560145,0.08054448,0.002095579,0.00296504,0.0003764475,0.00001025981,0.0001697474,0.001555005],"genre_scores_gemma":[0.997845,0.0005748556,0.00002181684,0.0008365342,0.0001690927,0.000031368,0.00002545807,0.0000111063,0.0004847811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1796115,"threshold_uncertainty_score":0.9994876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507093756858127,"score_gpt":0.2539531552874248,"score_spread":0.2388822177188435,"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."}}