{"id":"W4389163178","doi":"10.1164/rccm.202309-1709le","title":"Is This Really a New START in Chronic Obstructive Pulmonary Disease?","year":2023,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Pulmonary disease; Intensive care medicine; Chronic disease; MEDLINE; 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":[0.007642918,0.0007548807,0.001872302,0.001056316,0.007782951,0.006222221,0.001722106,0.07376853,0.01164163],"category_scores_gemma":[0.03171096,0.0008192734,0.001635337,0.001030542,0.005092092,0.007934476,0.002563865,0.05554923,0.007014416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005468523,"about_ca_system_score_gemma":0.01090744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009342001,"about_ca_topic_score_gemma":0.02059243,"domain_scores_codex":[0.9935932,0.002275814,0.0006924866,0.0004715778,0.001899067,0.001067935],"domain_scores_gemma":[0.9824388,0.00645639,0.001012062,0.0004883824,0.002958947,0.00664538],"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":[0.00007795026,0.0001040874,0.001509984,0.00008107402,0.0000194769,0.001957773,0.0002587262,0.00004022321,0.0001438019,0.004306206,0.9804617,0.01103894],"study_design_scores_gemma":[0.0003019656,0.0002399174,0.003413884,0.0009784251,0.00005726944,0.003484822,0.001563017,0.0003800698,0.0001129656,0.01289719,0.9764632,0.0001071929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001809269,0.0006731536,0.00002871445,0.9855165,0.01182907,0.000005146808,0.00001009068,0.000007327944,0.001749071],"genre_scores_gemma":[0.001698828,0.0008994438,0.0001260694,0.9508954,0.04263329,0.00002201099,0.00001148341,0.000008797837,0.003704624],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07376853,"threshold_uncertainty_score":0.04042011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991565469767774,"score_gpt":0.3364848952717733,"score_spread":0.3065692405740956,"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."}}