{"id":"W2101468617","doi":"","title":"Does universal comprehensive insurance encourage unnecessary use? Evidence from Manitoba says \"no\".","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Socioeconomic status; Medicine; Health care; Census; Population; Environmental health; Gerontology; Demography; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002742317,0.0002097978,0.0004659087,0.0001495741,0.0001539255,0.0001220066,0.0003341177,0.0001754889,0.00003425267],"category_scores_gemma":[0.0001683772,0.000149102,0.0001231819,0.0002393778,0.00008291885,0.0009894061,0.00008453783,0.0002475243,0.0006705159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004445938,"about_ca_system_score_gemma":0.00003938866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04978005,"about_ca_topic_score_gemma":0.001989664,"domain_scores_codex":[0.9981881,0.00002789571,0.0006161524,0.0005417,0.00007976838,0.0005463287],"domain_scores_gemma":[0.9987971,0.0000843259,0.000342144,0.0004499573,0.0000935475,0.0002329208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000727611,0.0001050809,0.9664038,0.0001805973,0.0001411931,0.0001114292,0.0008626707,0.0002929045,0.00002183411,0.006755174,0.0004154785,0.02463704],"study_design_scores_gemma":[0.0005403887,0.00001967912,0.967535,0.00008477354,0.000001870348,0.000003012358,0.00027688,0.00001594097,0.00006449431,0.005576461,0.02560092,0.0002806145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895629,0.002130082,0.0004090068,0.001298528,0.002891868,0.0007225274,0.000497038,0.00009487601,0.002393234],"genre_scores_gemma":[0.9964584,0.00125252,0.0002415402,0.0003594993,0.0004575227,0.0001785502,0.00001752643,0.00002970542,0.001004751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04779039,"threshold_uncertainty_score":0.9565476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06613698016323623,"score_gpt":0.215151435817943,"score_spread":0.1490144556547068,"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."}}