{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003038101,0.001180874,0.003950789,0.0007325784,0.0007674214,0.001308792,0.001074233,0.003282079,0.007972823],"category_scores_gemma":[0.005875356,0.0006323266,0.002952447,0.0006976082,0.001122641,0.001281266,0.000712033,0.003559093,0.0005794847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145886,"about_ca_system_score_gemma":0.002227315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00351394,"about_ca_topic_score_gemma":0.005936259,"domain_scores_codex":[0.9975435,0.00147444,0.0002227414,0.000347725,0.000207186,0.0002043664],"domain_scores_gemma":[0.9972408,0.001236228,0.0005930254,0.0001162712,0.0001431379,0.0006706548],"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":[0.9689928,0.007479551,0.0009758557,0.003345156,0.002522633,0.00006338926,0.00005022467,0.0002247417,0.000375302,0.0002027099,0.001051935,0.01471578],"study_design_scores_gemma":[0.9829041,0.01338732,0.001554323,0.0002954889,0.001157978,0.00002218929,0.00001457563,0.0001740986,0.00004747155,0.00008647394,0.0003472613,0.000008694151],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140571,0.06178404,0.001170023,0.004184171,0.00315172,0.008744525,0.001603988,0.000172466,0.005131979],"genre_scores_gemma":[0.9605634,0.01577434,0.003730098,0.003863785,0.001959814,0.009843173,0.0009993875,0.0000178484,0.003248167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007972823,"threshold_uncertainty_score":0.02667177,"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."}}