{"id":"W3085640249","doi":"10.1016/j.vhri.2020.07.460","title":"PNS41 Preferences of Older Patients with Chronic Diseases for Medication Review Services in Shanxi, China: Results from a Discrete Choice Experiment","year":2020,"lang":"en","type":"article","venue":"Value in Health Regional Issues","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pharmacist; Willingness to pay; Mixed logit; Service (business); Medicine; China; Family medicine; Logistic regression; Quality (philosophy); Type of service; Service quality; Pharmacy; Business; Marketing; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002915651,0.0004337594,0.0005113286,0.0003090409,0.0008891383,0.00107602,0.0004126415,0.0009117933,0.004693148],"category_scores_gemma":[0.004409439,0.0002507016,0.0006468577,0.0003366237,0.0008286364,0.0006152384,0.0005989798,0.001088985,0.0004209811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236729,"about_ca_system_score_gemma":0.002153233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02911202,"about_ca_topic_score_gemma":0.03038993,"domain_scores_codex":[0.9988793,0.0005798776,0.00005972428,0.0001266104,0.00008137598,0.0002731147],"domain_scores_gemma":[0.9974205,0.001043669,0.0004265762,0.0001637674,0.0001171408,0.00082828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02316967,0.01758712,0.9182276,0.0001344377,0.0005300202,0.0005221089,0.00547305,0.00471103,0.003767983,0.001660859,0.001680667,0.02253538],"study_design_scores_gemma":[0.002228447,0.008700792,0.9651027,0.00002869575,0.0002320926,0.0001155713,0.005289463,0.01531595,0.0006200153,0.001297274,0.0009895116,0.00007944564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997154,0.00000660594,0.0000234008,0.00004742657,0.000001733712,0.00001180322,0.00003680118,4.504905e-7,0.0001563101],"genre_scores_gemma":[0.9991504,0.0000133033,0.00006934733,0.00008401476,0.000002620845,0.00003315253,0.0000848144,5.947332e-7,0.0005618306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02911202,"threshold_uncertainty_score":0.05788511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2632345533008448,"score_gpt":0.4388472126482426,"score_spread":0.1756126593473978,"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."}}