{"id":"W4402433442","doi":"10.1056/nejmc2409121","title":"Early Diagnosis and Treatment of COPD and Asthma","year":2024,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"COPD; Asthma; Medicine; 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":[0.005091447,0.0006991582,0.001674304,0.001244652,0.003264998,0.002596138,0.00132785,0.03751207,0.007798824],"category_scores_gemma":[0.02942974,0.0006383327,0.001622858,0.0007624523,0.002337967,0.003794221,0.001908524,0.03378734,0.003132947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004022814,"about_ca_system_score_gemma":0.00557369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008200663,"about_ca_topic_score_gemma":0.01859091,"domain_scores_codex":[0.9942677,0.002224144,0.0008227464,0.0003162905,0.001647408,0.000721704],"domain_scores_gemma":[0.9873874,0.007412354,0.0008077729,0.0003504867,0.001553869,0.002488213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003006706,0.0003234458,0.006181048,0.0003131593,0.00005107792,0.007627762,0.0003106889,0.00008617447,0.0007078031,0.006884237,0.9270158,0.05019815],"study_design_scores_gemma":[0.0007560623,0.0004752438,0.02159515,0.001936212,0.0001358071,0.01243437,0.0009670493,0.0007297666,0.0003319581,0.01571556,0.944805,0.0001178202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001008327,0.004930462,0.00008544476,0.9691197,0.01959642,0.00001348096,0.00002790226,0.00001166962,0.005206612],"genre_scores_gemma":[0.01370975,0.005758432,0.0004666523,0.8265831,0.142023,0.00006116087,0.00005585616,0.00001905168,0.01132305],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03751207,"threshold_uncertainty_score":0.02918774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252849415545373,"score_gpt":0.3027618087416759,"score_spread":0.2774768671871385,"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."}}