{"id":"W7115812921","doi":"","title":"NON-COMMUNICABLE DISEASE PREVENTION: EVIDENCE FOR DIABETES AND TOBACCO CONTROL POLICIES IN ECUADOR","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Tobacco control; Disease; Population; Disease burden; Inequality; Burden of disease; Population health; Public health","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":[0.007421204,0.0005612965,0.0009372347,0.001438139,0.0005581902,0.002588735,0.001187194,0.0008947776,0.00604553],"category_scores_gemma":[0.02286631,0.0003771963,0.001319043,0.001772055,0.0007579167,0.001718879,0.001671776,0.001305082,0.0001786765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539049,"about_ca_system_score_gemma":0.003351065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02498419,"about_ca_topic_score_gemma":0.01964704,"domain_scores_codex":[0.9972371,0.001630922,0.0002888839,0.0002273512,0.0002747206,0.0003409597],"domain_scores_gemma":[0.98307,0.01104672,0.003915423,0.0003307705,0.001011072,0.0006259484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006162881,0.004743678,0.4946351,0.02857337,0.006380562,0.001974498,0.007374209,0.00122093,0.000627793,0.007985704,0.005517879,0.4348035],"study_design_scores_gemma":[0.002364076,0.002251615,0.8963966,0.02996059,0.01408584,0.0005105149,0.01522207,0.002638416,0.0007940201,0.003495367,0.03218462,0.00009632047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7720812,0.195509,0.0004807459,0.01513234,0.0003439598,0.0002972611,0.0008313531,0.00001966839,0.01530453],"genre_scores_gemma":[0.9429821,0.05369148,0.0005139448,0.001579225,0.0001660749,0.0001512822,0.0003296103,0.000008493816,0.0005779335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02498419,"threshold_uncertainty_score":0.04967749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05801906473789934,"score_gpt":0.2317623204913551,"score_spread":0.1737432557534558,"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."}}