{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002597522,0.0003474644,0.0004097898,0.0001371872,0.0009136521,0.0000935571,0.0004165626,0.0001814026,0.0001041454],"category_scores_gemma":[0.0000770952,0.0002857218,0.0002438251,0.0005145358,0.0002371166,0.0001510064,0.0001218661,0.0004224668,0.0001371679],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003926145,"about_ca_system_score_gemma":0.008136922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003938323,"about_ca_topic_score_gemma":0.0300386,"domain_scores_codex":[0.9968742,0.0001332359,0.000414375,0.0008293949,0.0007500449,0.0009987394],"domain_scores_gemma":[0.9961426,0.0002794747,0.0001420728,0.001215274,0.0005120334,0.001708568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001654878,0.00004772729,0.8844019,0.001041136,0.0003063859,0.00007271702,0.0002184554,0.0007396723,0.0001667652,0.01026493,0.02848632,0.0725991],"study_design_scores_gemma":[0.00113207,0.00004972044,0.6236045,0.00009444568,0.0001183525,0.000001741644,0.00009161294,0.0009381233,0.00001220649,0.0008423686,0.3728925,0.0002223619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8258274,0.09421024,0.000749311,0.001865363,0.002223781,0.02853049,0.0003598361,0.0003471609,0.04588644],"genre_scores_gemma":[0.9892254,0.00008734399,0.0003341126,0.002620954,0.002847712,0.001386015,0.0005400462,0.0001454294,0.002812921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3444062,"threshold_uncertainty_score":0.9999595,"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."}}