{"id":"W2935956843","doi":"10.1177/0272989x19841592","title":"Latent Class Models Reveal Poor Agreement between Discrete-Choice and Time Tradeoff Preferences","year":2019,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Hospital for Sick Children; Public Health Ontario","funders":"Canadian Institutes of Health Research; EuroQol Research Foundation","keywords":"Latent class model; Anxiety; Time-trade-off; Psychology; Correlation; Multivariate statistics; Econometrics; Discrete choice; EQ-5D; Statistics; Medicine; Mathematics; Quality of life (healthcare); Psychiatry; Health related quality of life","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1779883,0.001443003,0.002103344,0.00245031,0.001481736,0.00577155,0.00272636,0.001948318,0.006303175],"category_scores_gemma":[0.3820157,0.0009422657,0.004023844,0.002953756,0.006062617,0.003999615,0.002921193,0.003636285,0.0009886982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004301456,"about_ca_system_score_gemma":0.001422465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470392,"about_ca_topic_score_gemma":0.01121189,"domain_scores_codex":[0.8583928,0.1107394,0.005192996,0.01498865,0.008849875,0.001836325],"domain_scores_gemma":[0.3556788,0.5755231,0.02844164,0.03182243,0.007315593,0.001218465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005726297,0.0008100355,0.6366225,0.001745653,0.008375281,0.000323011,0.01330862,0.06594786,0.001311979,0.1004103,0.007268459,0.1581502],"study_design_scores_gemma":[0.0006265707,0.000719922,0.3181523,0.0007853301,0.0006590995,0.0003287763,0.003512007,0.3387778,0.001194266,0.3270654,0.007775389,0.0004030557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7063946,0.001953576,0.2761226,0.002484976,0.0001999147,0.0007596672,0.00284513,0.0003503184,0.008889209],"genre_scores_gemma":[0.9801117,0.0002014694,0.01724249,0.0003372163,0.00004304825,0.0004252492,0.001281669,0.00004643652,0.0003107913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1779883,"threshold_uncertainty_score":0.9413033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103251205605709,"score_gpt":0.2653933828694856,"score_spread":0.1550682623089147,"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."}}