{"id":"W160725490","doi":"","title":"Survey of nasopharyngoscope decontamination methods in Canada.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Humanities; Political science; Medicine; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008484865,0.000046073,0.0001208846,0.00005990057,0.0000156446,0.000002059045,0.00006271429,0.00007802362,0.0005139171],"category_scores_gemma":[0.00113526,0.00004189186,0.00001029724,0.0001702493,0.00003225438,0.0000372676,0.00001548577,0.0001298547,0.000006512719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003792672,"about_ca_system_score_gemma":0.0001827605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6682619,"about_ca_topic_score_gemma":0.9795512,"domain_scores_codex":[0.9992673,0.0002847848,0.0001990928,0.00009465346,0.00002047489,0.0001337388],"domain_scores_gemma":[0.9995411,0.0002207486,0.00006588813,0.00009166173,0.00006001815,0.00002059113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004289322,0.00004790587,0.3928034,0.00001550852,0.00001689369,5.812047e-7,0.00003629832,0.000001013104,0.02130276,0.0002670389,0.001066506,0.5843992],"study_design_scores_gemma":[0.0004168806,0.000002796081,0.9709061,0.000001403595,0.000002713424,0.000001950398,0.00001192567,0.00001019617,0.02343886,0.00001271117,0.005155521,0.00003889991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927552,0.0002020054,0.0008876154,0.00009725146,0.002085825,0.0002459789,0.0000138078,0.000009591647,0.003702766],"genre_scores_gemma":[0.9991703,0.000006590648,0.0000662718,0.0001444447,0.000004952165,0.00008745729,0.00008227157,0.000003374753,0.000434338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5843602,"threshold_uncertainty_score":0.5627033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275620010123274,"score_gpt":0.2848962188306341,"score_spread":0.2621400187294013,"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."}}