{"id":"W2073353654","doi":"10.12927/hcq.2011.22647","title":"The Feasibility of COPD Surveillance in Ontario: A Population Study","year":2011,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care; Public Health Agency; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","keywords":"COPD; Best practice; Medicine; Population; Environmental health; Political science; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002361604,0.0002158132,0.0003216502,0.001186172,0.00332383,0.0017348,0.001002427,0.0005445406,0.003385031],"category_scores_gemma":[0.009080518,0.0004116487,0.0007145065,0.002666025,0.001259654,0.0006672251,0.00119852,0.0004309681,0.0004363631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01771228,"about_ca_system_score_gemma":0.02863477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975888,"about_ca_topic_score_gemma":0.9885444,"domain_scores_codex":[0.9963645,0.0008456999,0.0002187621,0.0003062107,0.001612429,0.0006523735],"domain_scores_gemma":[0.9947631,0.0006769937,0.000986998,0.0003792458,0.002253033,0.0009406866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001953759,0.00007220778,0.9848311,0.00009122366,0.00005437436,0.0002016022,0.002593906,0.00009035791,0.0007567776,0.000306151,0.004501584,0.006305434],"study_design_scores_gemma":[0.00002158789,0.00005098173,0.995817,0.00001990225,0.00002300303,0.0000508276,0.001573727,0.00009171532,0.0000611341,0.00003046875,0.002251657,0.000007916446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611567,0.0004617606,0.0003787187,0.001639872,0.00002710689,0.0007277817,0.0105617,0.00003503653,0.02501117],"genre_scores_gemma":[0.9926859,0.0002671336,0.0005701687,0.0002704567,0.00001057349,0.0002874996,0.001880044,0.00001053948,0.004017848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02411205,"threshold_uncertainty_score":0.1285122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07334620689368897,"score_gpt":0.3584551861988414,"score_spread":0.2851089793051524,"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."}}