{"id":"W4396516520","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a2991","title":"Early Detection and Treatment of Undiagnosed Asthma and COPD: A Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Manitoba; McGill University; Hôpital du Sacré-Cœur de Montréal; Queen's University; McMaster University; Memorial University of Newfoundland; Foothills Medical Centre; University of Alberta; University of Saskatchewan; Université Laval; Dalhousie University; Western University; University of Toronto; Ottawa Public Health","funders":"","keywords":"COPD; Asthma; Randomized controlled trial; Medicine; Computer science; Intensive care medicine; Internal medicine","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":[0.003252086,0.002745662,0.00833868,0.0007780311,0.001170964,0.002175959,0.002140972,0.005741211,0.01152673],"category_scores_gemma":[0.00552933,0.001962254,0.005361083,0.0008442493,0.002822097,0.002370759,0.001337048,0.006498575,0.001192286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428642,"about_ca_system_score_gemma":0.002346599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004584904,"about_ca_topic_score_gemma":0.00517202,"domain_scores_codex":[0.9975531,0.001234401,0.0001990671,0.0004999947,0.0001694113,0.0003440013],"domain_scores_gemma":[0.9961898,0.00174699,0.0007412671,0.0002369424,0.0001778191,0.0009073372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9919285,0.002823964,0.0004292846,0.0007496846,0.001531163,0.00002333122,0.0000275365,0.00009225064,0.0001814107,0.00005592089,0.0002198786,0.00193707],"study_design_scores_gemma":[0.9859748,0.01136778,0.0008573084,0.00006573778,0.001348661,0.00001188238,0.0000159125,0.0001300428,0.0000355676,0.00006090389,0.0001225277,0.000008817605],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530793,0.02900484,0.001556552,0.002524616,0.00370356,0.005779169,0.001308549,0.0002165287,0.002826881],"genre_scores_gemma":[0.9769156,0.008277358,0.002085775,0.002195167,0.001721167,0.004591024,0.0008190576,0.00002671849,0.003368239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152673,"threshold_uncertainty_score":0.03856075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306500705464058,"score_gpt":0.2955266043535185,"score_spread":0.2824615972988779,"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."}}