{"id":"W4415704462","doi":"10.1016/j.lpm.2025.104320","title":"Integrated care in COPD","year":2025,"lang":"en","type":"article","venue":"La Presse Médicale","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Integrated care; COPD; Health care; Randomized controlled trial; MEDLINE; Clinical trial; Health professionals","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":[0.004350705,0.0002754022,0.0006184714,0.001418324,0.001544664,0.004142616,0.0008178673,0.002441092,0.02122771],"category_scores_gemma":[0.008298035,0.000291851,0.0008835319,0.001858768,0.001450512,0.003217418,0.007108524,0.003760444,0.001035286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005244956,"about_ca_system_score_gemma":0.01358152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009106388,"about_ca_topic_score_gemma":0.01954247,"domain_scores_codex":[0.9957681,0.002250216,0.0003029676,0.0002667579,0.0006618259,0.0007502982],"domain_scores_gemma":[0.9953583,0.001089631,0.0003710831,0.000220094,0.0004441329,0.002516806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002162458,0.001372933,0.01849801,0.001742618,0.0002933953,0.0006311361,0.00288071,0.0006119194,0.0002539861,0.133903,0.2047639,0.6348321],"study_design_scores_gemma":[0.0006903975,0.001197195,0.1059786,0.009287909,0.0003257502,0.001588557,0.006844181,0.001574069,0.000280032,0.1303214,0.7418305,0.00008145277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0425786,0.175101,0.002647236,0.5887923,0.01033474,0.0002023843,0.0005191313,0.0001235615,0.1797011],"genre_scores_gemma":[0.7153124,0.1363413,0.008448034,0.08267614,0.02002442,0.0006044898,0.001015948,0.00006508105,0.03551225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02122771,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205811208435435,"score_gpt":0.3074141476431031,"score_spread":0.2953560355587487,"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."}}