{"id":"W4367608282","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a4482","title":"Cost-effectiveness of a Portable HEPA Air Cleaner Distribution Program to Reduce Asthma Complications in British Columbia","year":2023,"lang":"en","type":"article","venue":"","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"HEPA; Asthma; Environmental science; Air purifier; Environmental health; Waste management; Computer science; Engineering; Medicine; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006180347,0.000380609,0.0004717898,0.0006254448,0.001167,0.0009521637,0.001567561,0.0008682403,0.003290041],"category_scores_gemma":[0.003001204,0.0003743395,0.0006541038,0.0008162989,0.0004981865,0.0003159922,0.001061286,0.001039096,0.0001325349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03727641,"about_ca_system_score_gemma":0.03510098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.951113,"about_ca_topic_score_gemma":0.9743867,"domain_scores_codex":[0.998749,0.000316211,0.00007077894,0.00009466466,0.0002367846,0.0005325708],"domain_scores_gemma":[0.9982002,0.0002877096,0.0001965009,0.00004165373,0.0004079916,0.0008658971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03041297,0.01911967,0.5934023,0.001707319,0.001377659,0.001712313,0.001090699,0.01951155,0.004409749,0.001367602,0.01631127,0.3095768],"study_design_scores_gemma":[0.003502423,0.006276376,0.9728555,0.0004067057,0.0009394353,0.0001808513,0.002416893,0.009668089,0.0007756146,0.0002117782,0.002693807,0.00007246766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956269,0.0007397208,0.0000454404,0.0008346303,0.0000259213,0.0001576745,0.0004309757,0.00001389447,0.002124927],"genre_scores_gemma":[0.9973086,0.0005319155,0.000145909,0.0002549742,0.000008601301,0.00006148482,0.0002116057,0.000002773531,0.001474227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04888701,"threshold_uncertainty_score":0.2704605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03806425841475262,"score_gpt":0.3384571786677871,"score_spread":0.3003929202530345,"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."}}