{"id":"W4318474038","doi":"10.1183/23120541.00615-2022","title":"Triple therapy in COPD: understanding the data","year":2023,"lang":"en","type":"editorial","venue":"ERJ Open Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Discontinuation; COPD; Exacerbation; Confounding; Inhaler; Intensive care medicine; Internal medicine; Asthma","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.01635708,0.0004675409,0.001007813,0.001036522,0.000719931,0.0009784482,0.008081747,0.0008147833,0.00169491],"category_scores_gemma":[0.009808985,0.0003294868,0.0001449155,0.003189877,0.001030714,0.0004697401,0.009383989,0.007028241,0.001110475],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004018992,"about_ca_system_score_gemma":0.009998522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006228828,"about_ca_topic_score_gemma":0.00249809,"domain_scores_codex":[0.9870499,0.001976387,0.0006967033,0.001931787,0.00640325,0.00194202],"domain_scores_gemma":[0.9836041,0.009552744,0.000137493,0.005354391,0.0008034398,0.000547777],"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":[0.002504751,0.0002914042,0.0003669442,0.000431468,0.0002470832,0.001145287,0.0002466253,0.00000157639,0.00002692712,0.0003937219,0.9902731,0.004071087],"study_design_scores_gemma":[0.006018493,0.0002946309,0.002134607,0.0008112704,0.00002672201,0.000005089812,0.003224893,0.0006587143,0.00000687289,0.002541254,0.9839414,0.0003360814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005802379,0.007015485,0.00003043961,0.01534276,0.8801357,0.01776594,0.004429376,0.0001741786,0.07452594],"genre_scores_gemma":[0.002994414,0.01050895,0.00008925406,0.00009726494,0.8303574,0.001542015,0.01268417,0.0005957572,0.1411308],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06660488,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3609379319356758,"score_gpt":0.5014847560486827,"score_spread":0.1405468241130069,"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."}}