{"id":"W3172318848","doi":"10.1186/s12913-021-06499-w","title":"Mental health service preferences of patients and providers: a scoping review of conjoint analysis and discrete choice experiments from global public health literature over the last 20 years (1999–2019)","year":2021,"lang":"en","type":"review","venue":"BMC Health Services Research","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Conjoint analysis; CINAHL; Mental health; Health administration; Psychological intervention; Health informatics; Helpfulness; Medicine; Nursing research; Public health; Health services research; Health care; Stakeholder; Preference; Nursing; Applied psychology; Family medicine; Psychology; Psychiatry; Social psychology; Public relations","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003528084,0.0003261675,0.002672724,0.0003282631,0.0002621507,0.0001875322,0.0004727344,0.0001599019,0.0001511644],"category_scores_gemma":[0.00004305451,0.000280418,0.0002332322,0.001482165,0.0001266328,0.0003875167,0.0006025657,0.0003670938,0.00001263971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006924632,"about_ca_system_score_gemma":0.001000865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154668,"about_ca_topic_score_gemma":0.006615365,"domain_scores_codex":[0.9948873,0.001041208,0.002224515,0.0009282757,0.0003025514,0.0006161854],"domain_scores_gemma":[0.9962991,0.0002781201,0.002353699,0.0006153431,0.00008713359,0.0003666208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00001245254,0.0003195212,0.2929033,0.5717337,0.001083024,2.453203e-7,0.0069475,0.000001400509,2.702684e-8,0.0002678456,0.0003379198,0.1263931],"study_design_scores_gemma":[0.001290499,0.0005495789,0.5069441,0.3764817,0.0001260923,0.000001820226,0.001782335,0.0002688645,1.986871e-7,0.0001085074,0.1118353,0.0006109768],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01415139,0.9772223,0.00001304403,0.0006317514,0.00008207496,0.002980632,0.004881427,0.000006063654,0.00003134805],"genre_scores_gemma":[0.001144858,0.9929725,0.0003492007,0.001374583,0.00004266482,0.0001497528,0.003930774,0.00002574532,0.000009898516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2140408,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2309778803921089,"score_gpt":0.4232612649350729,"score_spread":0.1922833845429641,"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."}}