{"id":"W2129019994","doi":"","title":"COPD severity and health impact across the current CanCOLD population","year":2012,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; COPD; Spirometry; Cohort; Physical therapy; Population; Prospective cohort study; Cohort study; Blood sampling; Internal medicine; Environmental health; Asthma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008110738,0.0003123087,0.0003027823,0.001272708,0.001167036,0.0008784734,0.0005419336,0.000358598,0.001627622],"category_scores_gemma":[0.001483588,0.0001446557,0.0003342165,0.001754349,0.0005655888,0.0005814573,0.0008009647,0.0004324538,0.0002807035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003746544,"about_ca_system_score_gemma":0.003701922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5875947,"about_ca_topic_score_gemma":0.6901376,"domain_scores_codex":[0.9993539,0.00004599059,0.00003349472,0.0001769265,0.0002203174,0.0001694334],"domain_scores_gemma":[0.9991568,0.00004622069,0.0002050465,0.00006358275,0.0002979806,0.0002302973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005864303,0.00001237377,0.9970163,0.00001083501,0.00002094384,0.00002554081,0.0001065533,0.00003936101,0.00014474,0.00003143933,0.000402781,0.002130428],"study_design_scores_gemma":[0.000002691832,0.0000195763,0.9993176,0.000005407965,0.00001030764,0.00003543511,0.0001249656,0.00004291347,0.00002689773,0.0000136952,0.0003977365,0.000002734462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927371,0.0005562669,0.0001150386,0.0001981965,0.000009966903,0.00002883178,0.004864641,0.00001374572,0.001476169],"genre_scores_gemma":[0.9952225,0.000216946,0.0001390023,0.00007016047,0.00001085955,0.00001895402,0.003912903,0.000003867698,0.0004048211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4124053,"threshold_uncertainty_score":0.8296681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770130402508926,"score_gpt":0.4241658327181158,"score_spread":0.3764645286930265,"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."}}