{"id":"W4397290137","doi":"10.1056/nejmoa2401389","title":"Early Diagnosis and Treatment of COPD and Asthma — A Randomized, Controlled Trial","year":2024,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Institute of Circulatory and Respiratory Health","keywords":"Randomized controlled trial; COPD; Asthma; Medicine; Intensive care medicine; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001408737,0.000207564,0.002133967,0.0003960951,0.00003153813,0.00001975046,0.00005087441,0.00006960644,0.0004012648],"category_scores_gemma":[0.001089244,0.0001067007,0.0002713098,0.0001593761,0.0004412654,0.00008701204,0.000018648,0.0002231499,0.000001486174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123285,"about_ca_system_score_gemma":0.0004239735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000209174,"about_ca_topic_score_gemma":0.000009861621,"domain_scores_codex":[0.9977914,0.0002990568,0.0008651818,0.0001908254,0.0006528964,0.0002006433],"domain_scores_gemma":[0.9965006,0.002408961,0.0002333996,0.0001314323,0.0001922152,0.0005333673],"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":[0.7669075,0.0002004936,0.001986858,0.0001949117,0.001217492,0.00109823,0.001225154,7.197038e-7,0.0001746196,0.0002362062,0.0008003631,0.2259575],"study_design_scores_gemma":[0.9738367,0.006756114,0.004813821,0.001066647,0.001603259,0.001058184,0.0001475643,0.0002609529,0.00005116565,0.0005631188,0.00976851,0.0000739815],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871689,0.1011113,0.00005477419,0.008556346,0.0005570867,0.00183928,0.000006426977,0.000009728446,0.0006961134],"genre_scores_gemma":[0.9737292,0.02095086,0.0001145149,0.00005274954,0.004089148,0.00004781128,0.000003145159,0.00002142971,0.000991124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2258835,"threshold_uncertainty_score":0.4393568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821476143991685,"score_gpt":0.3089506930228449,"score_spread":0.2907359315829281,"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."}}