{"id":"W4214813719","doi":"10.2196/preprints.31350","title":"Economic Burden of Chronic Obstructive Pulmonary Disease and Lung Cancer Between 2000 and 2015 in Saskatchewan: Study Protocol (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Medicine; Lung cancer; Years of potential life lost; Population; Cancer; Disease; Gerontology; Pulmonary disease; Cause of death; Cancer registry; Demography; Internal medicine; Environmental health; Life expectancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003600071,0.001385508,0.001173495,0.003021113,0.002203049,0.001756891,0.002273892,0.001092808,0.03036177],"category_scores_gemma":[0.0072704,0.001256556,0.001798384,0.005075337,0.0006682195,0.001278338,0.001710701,0.00128182,0.005794464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01271801,"about_ca_system_score_gemma":0.03433247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3415693,"about_ca_topic_score_gemma":0.4694113,"domain_scores_codex":[0.9981211,0.0004533954,0.0004944901,0.0003318549,0.0002838646,0.0003152359],"domain_scores_gemma":[0.9952459,0.0003885154,0.0005663862,0.0004505494,0.002855896,0.0004927928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01499352,0.001902467,0.3216194,0.01258945,0.001981424,0.0008077268,0.001816646,0.00541096,0.001606846,0.005142518,0.5833957,0.04873336],"study_design_scores_gemma":[0.01381845,0.001354904,0.7468445,0.006394606,0.001003172,0.0002589455,0.003952785,0.003335147,0.001269256,0.002857907,0.2185211,0.0003890864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.02789445,0.0005062626,0.001797342,0.0006421373,0.0002394931,0.2285862,0.7323784,0.0001407968,0.007814848],"genre_scores_gemma":[0.04929182,0.001043476,0.00473988,0.00139317,0.00008226938,0.6848314,0.2519899,0.00004430733,0.006583729],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6584307,"threshold_uncertainty_score":0.6791623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699437955706766,"score_gpt":0.3426182690950937,"score_spread":0.325623889538026,"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."}}