{"id":"W2918704632","doi":"10.1016/s0735-1097(19)32484-2","title":"A BREATH TOWARDS A HEALTHIER HEART: USING RESPIRATORY PHYSIOLOGY TO UNDERSTAND AND PREVENT CARDIOVASCULAR DISEASE","year":2019,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; COPD; Disease; Pulmonary disease; Intensive care medicine; Respiratory system; Cardiology; 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":[0.001565966,0.0006846736,0.0007601989,0.0006580182,0.0004841746,0.003088003,0.0005773398,0.001756167,0.00187979],"category_scores_gemma":[0.005257038,0.0002311472,0.0005415825,0.0002845014,0.001098078,0.002953881,0.0008929865,0.003701139,0.0005708332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006801196,"about_ca_system_score_gemma":0.001264364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004069639,"about_ca_topic_score_gemma":0.00604995,"domain_scores_codex":[0.999267,0.0003616629,0.00004785814,0.0001260491,0.0001402258,0.00005715537],"domain_scores_gemma":[0.9986725,0.0007662086,0.000176382,0.00007172733,0.0001689288,0.0001442302],"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":[0.0004205864,0.00212482,0.09929749,0.002096462,0.0007767451,0.0003203951,0.002422053,0.002425844,0.009140946,0.01347821,0.05724744,0.810249],"study_design_scores_gemma":[0.0003529756,0.002369938,0.5249323,0.009471701,0.002067124,0.00208248,0.008895858,0.01876645,0.007547776,0.1920742,0.2307785,0.0006605777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1605781,0.3848057,0.0575184,0.3250508,0.01084028,0.000252097,0.0008063199,0.0009265334,0.05922186],"genre_scores_gemma":[0.7279316,0.1658981,0.05028685,0.04049271,0.009835664,0.0002021669,0.0003060894,0.000140394,0.0049064],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004069639,"threshold_uncertainty_score":0.008281708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680601346013626,"score_gpt":0.311485396273859,"score_spread":0.2846793828137227,"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."}}