{"id":"W3161491150","doi":"10.1177/01632787211018244","title":"What Does the Public Prefer Versus What Is the Public Ready to Forgo?","year":2021,"lang":"en","type":"article","venue":"Evaluation & the Health Professions","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Israel National Institute for Health Policy Research","keywords":"Rationing; Quarter (Canadian coin); Population; Medicine; Health care; Public health; Sample (material); Family medicine; Psychology; Business; Actuarial science; Environmental health; Nursing; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.05540923,0.0005171077,0.0006479224,0.0002164494,0.0164178,0.0009363701,0.001692678,0.0005346441,0.005570366],"category_scores_gemma":[0.01934567,0.0002316597,0.0002048704,0.002277595,0.0003090806,0.004572198,0.001401935,0.004045792,0.00362245],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693064,"about_ca_system_score_gemma":0.01922207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005342663,"about_ca_topic_score_gemma":0.02001928,"domain_scores_codex":[0.9304824,0.06021002,0.002400335,0.001179318,0.003340241,0.002387651],"domain_scores_gemma":[0.9666291,0.02106674,0.001858503,0.004339078,0.005039496,0.001067059],"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":[0.0004621192,0.0005785401,0.002549819,0.0008022565,0.0003091141,0.000003984275,0.2096573,0.000006621112,0.00004408229,0.06985094,0.4472122,0.268523],"study_design_scores_gemma":[0.001242036,0.0001480554,0.006145932,0.0009551291,0.00009093543,0.000004856896,0.3198212,0.0003739924,0.0000138354,0.00518361,0.6657673,0.0002531325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05226458,0.009993709,0.0001867891,0.8958183,0.02934348,0.01079218,0.00006055116,0.0002394298,0.001300965],"genre_scores_gemma":[0.5015464,0.01464397,0.0003105958,0.4544629,0.002406592,0.010891,0.0003423807,0.0001613324,0.0152349],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4492818,"threshold_uncertainty_score":0.9982519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8326587515855285,"score_gpt":0.6383953077165719,"score_spread":0.1942634438689566,"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."}}