{"id":"W2904346119","doi":"10.1097/md.0000000000013600","title":"Ambient air pollution in gastrointestinal endoscopy unit; rationale and design of a prospective study","year":2018,"lang":"en","type":"article","venue":"Medicine","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"Medicine; Endoscopy; Gastrointestinal bleeding; 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":[0.04274997,0.001947533,0.002305608,0.001912712,0.002235208,0.00237105,0.002431004,0.003604623,0.005111901],"category_scores_gemma":[0.02272948,0.001830064,0.002143589,0.002373107,0.00378249,0.00197788,0.001935293,0.001627469,0.001318983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009689601,"about_ca_system_score_gemma":0.004685028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007192009,"about_ca_topic_score_gemma":0.0009463514,"domain_scores_codex":[0.9651458,0.02325436,0.003497435,0.003841747,0.003108262,0.001152361],"domain_scores_gemma":[0.9860891,0.005738186,0.002952959,0.001702926,0.001830059,0.001686689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04605193,0.01418276,0.9065721,0.006247742,0.002837112,0.0009517097,0.001190689,0.0009422223,0.001619647,0.002615235,0.001690596,0.01509827],"study_design_scores_gemma":[0.05628353,0.1843113,0.6868374,0.003855649,0.008463363,0.003098063,0.004795606,0.01011473,0.002686597,0.006898152,0.03217081,0.0004847727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6484374,0.01437382,0.02714123,0.002176943,0.001641337,0.2952579,0.004928281,0.0001225637,0.005920573],"genre_scores_gemma":[0.6671053,0.002154676,0.02655707,0.00402863,0.0009370035,0.2956719,0.002201217,0.00003101946,0.001313172],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.04274997,"threshold_uncertainty_score":0.2260861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538360227658671,"score_gpt":0.2880312445576111,"score_spread":0.2626476422810244,"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."}}