{"id":"W2103783535","doi":"10.1378/chest.126.2.658","title":"Care of Flexible Bronchoscopes","year":2004,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Bronchoscopy; Leak; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001677291,0.0006987712,0.0007951675,0.0005857883,0.005321919,0.001692632,0.001566221,0.0412182,0.009977482],"category_scores_gemma":[0.01227621,0.0007476912,0.001123609,0.0003745049,0.002075596,0.002322573,0.001371185,0.02198365,0.002531549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003514411,"about_ca_system_score_gemma":0.002796028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00677334,"about_ca_topic_score_gemma":0.01904565,"domain_scores_codex":[0.9977691,0.0005658903,0.0003382224,0.0002806528,0.0004507493,0.0005952768],"domain_scores_gemma":[0.9953621,0.001358277,0.0004888785,0.0002114315,0.0007863969,0.001792888],"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":[0.0002126292,0.0002390207,0.01493484,0.0003406962,0.00008106005,0.1722476,0.001959075,0.0003858759,0.004793201,0.00470177,0.7735692,0.02653508],"study_design_scores_gemma":[0.0002025264,0.0006146062,0.02107991,0.001265095,0.00010327,0.1578164,0.002474133,0.001599074,0.001905617,0.009698471,0.8031074,0.000133358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01247216,0.003526651,0.0008896973,0.9401063,0.01865138,0.00005734861,0.00004496269,0.00008224326,0.02416926],"genre_scores_gemma":[0.05365263,0.002607607,0.001415371,0.8742329,0.04484438,0.00005715725,0.00004437534,0.00006507133,0.02308058],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0412182,"threshold_uncertainty_score":0.03337801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528050162151228,"score_gpt":0.2565583564378902,"score_spread":0.2412778548163779,"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."}}