{"id":"W2768365556","doi":"10.1080/24745332.2017.1361203","title":"The smoking gun: Genetics and genomics reveal causal pathways for COPD","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"McGill University","keywords":"Genomics; COPD; Genetics; Medical genetics; Biology; Computational biology; Medicine; Gene; Genome; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005796675,0.0004421708,0.0004244217,0.00082692,0.0008083913,0.001168651,0.0005584898,0.001604486,0.003973078],"category_scores_gemma":[0.002957783,0.0002734202,0.0007518625,0.0009924406,0.0005999269,0.000549756,0.0004784238,0.001595074,0.000240516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004361271,"about_ca_system_score_gemma":0.0009822545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02040171,"about_ca_topic_score_gemma":0.02508234,"domain_scores_codex":[0.9994641,0.0001322226,0.00003373926,0.0001541852,0.0001228759,0.00009296609],"domain_scores_gemma":[0.9989819,0.0005619007,0.0001586019,0.00006431091,0.00007360145,0.000159602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001276616,0.0003469582,0.8781528,0.0002082602,0.001397571,0.006376586,0.001349046,0.0006513972,0.02829562,0.01032187,0.00613388,0.06548938],"study_design_scores_gemma":[0.0001029938,0.0001651255,0.9655173,0.0002216867,0.001356631,0.004232902,0.001221833,0.001418007,0.00189885,0.01694267,0.006856984,0.00006492941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637936,0.009762784,0.002489577,0.01624084,0.0004133829,0.00002846478,0.001401054,0.00007710869,0.005793163],"genre_scores_gemma":[0.9914694,0.003138621,0.001476876,0.001763528,0.0002490869,0.00001168851,0.0003500415,0.00003712093,0.001503629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02040171,"threshold_uncertainty_score":0.04056591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05176360724893328,"score_gpt":0.3342940289729846,"score_spread":0.2825304217240513,"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."}}