{"id":"W4206492727","doi":"10.2196/31350","title":"Economic Burden of Chronic Obstructive Pulmonary Disease and Lung Cancer Between 2000 and 2015 in Saskatchewan: Study Protocol","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Quality Council; University of Saskatchewan","funders":"","keywords":"COPD; Medicine; Lung cancer; Years of potential life lost; Population; Cancer; Disease; Gerontology; Disease burden; Demography; Intensive care medicine; Environmental health; Internal medicine; Life expectancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003778934,0.001406016,0.001220975,0.002796724,0.00246414,0.001694769,0.002714499,0.001158175,0.01962897],"category_scores_gemma":[0.005938085,0.001081277,0.001918545,0.00450494,0.0007134642,0.001272196,0.002042178,0.001439869,0.003525927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01819455,"about_ca_system_score_gemma":0.03767832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4082803,"about_ca_topic_score_gemma":0.5806398,"domain_scores_codex":[0.9978883,0.0005572531,0.0005196035,0.0004078283,0.0002618273,0.0003652438],"domain_scores_gemma":[0.9956045,0.0003754447,0.0005582824,0.0003643117,0.002559927,0.0005375174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01704627,0.003150703,0.5108832,0.01222555,0.002713044,0.001528573,0.002967724,0.008032628,0.001910497,0.007016257,0.3574926,0.07503298],"study_design_scores_gemma":[0.00950462,0.00140844,0.800784,0.005144388,0.001007342,0.0002933544,0.004896798,0.004198031,0.001084512,0.003312483,0.168008,0.0003580739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.05927731,0.0009087319,0.00341193,0.001014392,0.0002433859,0.3818433,0.5389698,0.0001665021,0.01416465],"genre_scores_gemma":[0.08440776,0.001478862,0.006800833,0.001412425,0.0000733978,0.7429177,0.1567919,0.0000397954,0.006077307],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.5917196,"threshold_uncertainty_score":0.8118078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06372887234588577,"score_gpt":0.4811976303681385,"score_spread":0.4174687580222528,"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."}}