{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01596557,0.0002425146,0.0004060327,0.001695775,0.001431827,0.005638504,0.0004938379,0.002157232,0.003738376],"category_scores_gemma":[0.03504122,0.0002410399,0.0005447909,0.001143656,0.004282391,0.005035153,0.001665436,0.002139387,0.0004534694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003027881,"about_ca_system_score_gemma":0.002432193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004142147,"about_ca_topic_score_gemma":0.005287262,"domain_scores_codex":[0.9928803,0.004129882,0.0002786439,0.000303481,0.001301705,0.001106072],"domain_scores_gemma":[0.9749299,0.01316727,0.007335389,0.0007608867,0.001895381,0.001911256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005256707,0.0008739737,0.8345018,0.0005330549,0.0002363232,0.0003730718,0.0342249,0.0002802378,0.0007390374,0.009857427,0.002339545,0.1155149],"study_design_scores_gemma":[0.00009780277,0.001161125,0.7149402,0.001025584,0.0002561647,0.001039545,0.2499043,0.001330744,0.0008636297,0.01214681,0.01710636,0.0001276652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578272,0.001189018,0.0007421208,0.01848757,0.00007729691,0.00005917247,0.0001151879,0.00001136714,0.02149125],"genre_scores_gemma":[0.9981791,0.000327886,0.0001077109,0.001089346,0.00004797287,0.00001257894,0.00001785403,0.000001838737,0.0002158972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01596557,"threshold_uncertainty_score":0.08443499,"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."}}