{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003886287,0.00006322049,0.0001392544,0.0001210105,0.00004517164,9.032901e-7,0.00002932889,0.0000282409,0.0005421026],"category_scores_gemma":[0.0005394717,0.00004740048,0.000006022755,0.0001883242,0.0003563237,0.0000312489,0.00001666008,0.00006764244,0.00002003374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001699602,"about_ca_system_score_gemma":0.0000310832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000100853,"about_ca_topic_score_gemma":0.00009344889,"domain_scores_codex":[0.9993186,0.0002200864,0.0001973277,0.0001320909,0.00004049845,0.00009139254],"domain_scores_gemma":[0.9996702,0.00008676998,0.00006258863,0.00006831033,0.00009540868,0.0000167235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002057299,0.0009568254,0.4139745,0.00004104745,0.0000446317,0.000007238674,0.0073503,0.00002565929,0.5703505,0.001415402,0.002576118,0.001200383],"study_design_scores_gemma":[0.00612248,0.00525678,0.9751934,0.0002328188,0.00002470705,0.0001067657,0.003330613,0.00008246947,0.00875592,0.0003169639,0.0005135102,0.0000635054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520381,0.0001712395,0.04463732,0.001206249,0.0002534836,0.0008576481,0.000002760373,0.00002589946,0.0008072879],"genre_scores_gemma":[0.9993057,0.000004309762,0.000135218,0.0002719262,0.00003925592,0.00001909098,0.00001511984,0.000003031116,0.0002063319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5615947,"threshold_uncertainty_score":0.5935643,"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."}}