{"id":"W1503485434","doi":"","title":"Improperly sterilized endoscopes cause concern in Halifax","year":2000,"lang":"en","type":"article","venue":"PubMed Central","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Queen (butterfly); Medicine; Operations research; General surgery; Surgery; Medical emergency; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005344049,0.0004113819,0.0002313811,0.0004587049,0.0008704769,0.0007425022,0.0002330185,0.0006883037,0.001911085],"category_scores_gemma":[0.002490022,0.000287648,0.0001653148,0.0002862921,0.0008898337,0.0003123572,0.0003953701,0.0006917756,0.0002750428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001746718,"about_ca_system_score_gemma":0.0009852486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04883488,"about_ca_topic_score_gemma":0.0300519,"domain_scores_codex":[0.99928,0.0002610333,0.00005949834,0.00006632331,0.0001479682,0.0001852521],"domain_scores_gemma":[0.9983655,0.0004583102,0.0005921875,0.00005029671,0.0003315621,0.0002021078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001103374,0.0001440816,0.94668,0.0002140907,0.00003171597,0.02295782,0.00546263,0.0001232808,0.008318246,0.0001939407,0.003585664,0.01118514],"study_design_scores_gemma":[0.0000488366,0.0009390165,0.9614476,0.0001075722,0.00003643025,0.01856069,0.01073099,0.0003726554,0.003492608,0.00009520395,0.004142094,0.00002621077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950585,0.0007654594,0.0001363737,0.001594394,0.00002419579,0.00002671854,0.00009823753,0.00001258236,0.002283443],"genre_scores_gemma":[0.9984421,0.0003343671,0.00006972296,0.0006329211,0.00001387368,0.000006786828,0.00004735853,0.000001927025,0.0004508297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9511651,"threshold_uncertainty_score":0.09710127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078710962458389,"score_gpt":0.2413721055642625,"score_spread":0.2205849959396786,"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."}}