{"id":"W3025192951","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a4567","title":"Participation, Characteristics, and Outcomes of a Population-Based Study: The Canadian Cohort Obstructive Lung Disease (CanCOLD)","year":2020,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Université Laval; Royal University Hospital; Institut universitaire de cardiologie et de pneumologie de Québec; Kingston General Hospital; Toronto Western Hospital; University of British Columbia; University of Calgary; Ottawa Public Health; McGill University Health Centre","funders":"","keywords":"Cohort; Medicine; Population; Obstructive lung disease; Pulmonary disease; Disease; Cohort study; Computer science; Environmental health; Internal 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":[0.001511875,0.0007010665,0.0006832308,0.001985734,0.004310568,0.001935514,0.002272833,0.001491465,0.002572846],"category_scores_gemma":[0.003158197,0.0006284602,0.001167183,0.005796046,0.0009776177,0.0008238229,0.00165998,0.001657892,0.0004187971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01284374,"about_ca_system_score_gemma":0.02159004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9701802,"about_ca_topic_score_gemma":0.9797823,"domain_scores_codex":[0.9978847,0.0001916793,0.0001171229,0.0003351892,0.0006201376,0.0008511879],"domain_scores_gemma":[0.9976326,0.00009511389,0.0004033657,0.0001476682,0.0008389854,0.0008821838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249138,0.00009946672,0.9970437,0.00001813937,0.00009195905,0.00005302878,0.000452368,0.00003435738,0.0001119745,0.00005758081,0.001081356,0.0008310986],"study_design_scores_gemma":[0.00001109519,0.0000306584,0.9985191,0.00001176868,0.00002549475,0.00003712923,0.0008023347,0.00006315358,0.00001098169,0.00001797727,0.0004597776,0.00001046575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876242,0.0003480955,0.00009040666,0.0002959736,0.00002130932,0.00009357826,0.009892076,0.000008963782,0.001625428],"genre_scores_gemma":[0.992285,0.0002169196,0.0001414779,0.0001790398,0.00001623157,0.00008361073,0.006290541,0.00000848176,0.0007786453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02981979,"threshold_uncertainty_score":0.09318829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452139815451483,"score_gpt":0.3167339850311882,"score_spread":0.2922125868766733,"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."}}