{"id":"W2978887442","doi":"10.23866/brnrev:2019-0007","title":"The Canadian Cohort Obstructive Lung Disease (CanCOLD): New Insights for Primary Care Application","year":2019,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of British Columbia; McGill University","funders":"","keywords":"Primary care; Cohort; Medicine; Obstructive lung disease; Pulmonary disease; Intensive care medicine; Cohort study; Lung disease; Lung; Internal medicine; Family medicine","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":[0.04515514,0.0009015228,0.002096739,0.009402023,0.002885874,0.00607061,0.0029193,0.002301904,0.006549347],"category_scores_gemma":[0.1295755,0.0005950748,0.001273655,0.01637973,0.003423394,0.002701194,0.004621808,0.003274235,0.0007278079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03497121,"about_ca_system_score_gemma":0.1258437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8994908,"about_ca_topic_score_gemma":0.9364581,"domain_scores_codex":[0.9780965,0.007854288,0.001729678,0.001841692,0.009103282,0.001374425],"domain_scores_gemma":[0.8715957,0.06403554,0.003989139,0.006794035,0.0475338,0.006051771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002799366,0.00004296412,0.04142895,0.01206678,0.0007715887,0.0003746577,0.003778114,0.0006209268,0.0001706329,0.07578996,0.3421827,0.5224928],"study_design_scores_gemma":[0.0001303485,0.0001087405,0.07956648,0.02958258,0.0009716203,0.0005070351,0.002935394,0.0007575341,0.0001299717,0.02621195,0.858897,0.0002013976],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003751293,0.7755845,0.006523294,0.1629265,0.00804135,0.000407405,0.01392745,0.000171717,0.02866664],"genre_scores_gemma":[0.1268576,0.7636948,0.03266685,0.04823219,0.01149238,0.00111506,0.009810682,0.000233802,0.00589666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1005092,"threshold_uncertainty_score":0.2537351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009855092131742718,"score_gpt":0.2616977860819472,"score_spread":0.2518426939502044,"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."}}