{"id":"W2982094823","doi":"10.2196/14574","title":"Quantification of Airborne Resistant Organisms With Temporal and Spatial Diversity in Bangladesh: Protocol for a Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Environmental health; Cross-sectional study; Geography; Antibiotic resistance; Veterinary medicine; Biology; Medicine; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01513585,0.002428696,0.001920336,0.002231545,0.00222181,0.001304069,0.002337688,0.00207642,0.02165531],"category_scores_gemma":[0.01294659,0.001331311,0.001728845,0.002448873,0.001185374,0.001059902,0.001396835,0.001544644,0.006227658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170642,"about_ca_system_score_gemma":0.006133096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003800336,"about_ca_topic_score_gemma":0.005887292,"domain_scores_codex":[0.9897911,0.004499573,0.00240976,0.001205362,0.001398299,0.0006959557],"domain_scores_gemma":[0.9886191,0.001287646,0.001751764,0.001915988,0.005759149,0.0006663927],"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":[0.07226642,0.03272607,0.1444437,0.06444093,0.001770355,0.005855879,0.008695535,0.008360613,0.08481059,0.01504203,0.16747,0.3941178],"study_design_scores_gemma":[0.01491924,0.06222176,0.341516,0.01475309,0.001155199,0.001713675,0.006285943,0.00619814,0.02289549,0.005240822,0.5224253,0.0006754069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01041163,0.0005152012,0.01552528,0.0002221116,0.000242732,0.9604425,0.008787287,0.0001562309,0.003697024],"genre_scores_gemma":[0.008570652,0.000372774,0.02130658,0.0003195284,0.00003738522,0.9657141,0.002328374,0.00001792147,0.001332736],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02165531,"threshold_uncertainty_score":0.08004701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1734276783682036,"score_gpt":0.4631303912104456,"score_spread":0.289702712842242,"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."}}