{"id":"W6977631304","doi":"10.6084/m9.figshare.c.3610316.v1","title":"Can the general public use vignettes to discriminate between Alzheimer’s disease health states?","year":2016,"lang":"en","type":"other","venue":"Figshare","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vignette; Public health; Wilcoxon signed-rank test; Disease; Proxy (statistics); Health Utilities Index; Test (biology); Quality of life (healthcare)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000942005,0.0003989686,0.0003084134,0.0005083201,0.0002155146,0.001109843,0.0007664423,0.00009073416,0.2565333],"category_scores_gemma":[0.0001996482,0.0002600267,0.0001123735,0.0003242092,0.00001448155,0.0004812271,0.0006497012,0.0001247129,0.004205773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000379361,"about_ca_system_score_gemma":0.00005360018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008229708,"about_ca_topic_score_gemma":0.0006526766,"domain_scores_codex":[0.9983475,0.00002826542,0.0002807086,0.0004721366,0.00035148,0.0005199607],"domain_scores_gemma":[0.9986844,0.00004004768,0.0004684976,0.0006215022,0.0001028317,0.00008271823],"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":[0.000002395937,0.00001139478,0.000326192,0.00024623,0.00005714814,0.00000392521,0.000007944388,0.000002632346,2.041576e-8,0.0009668833,0.9890755,0.009299698],"study_design_scores_gemma":[0.0001011949,0.000004903085,0.001470681,0.001106818,0.0000653533,3.057274e-8,0.000006898456,0.00009406745,4.960775e-7,0.0002652811,0.9964941,0.0003901662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004857918,0.001706243,0.0003798496,0.1056843,0.0004765347,0.006796808,0.4138482,0.004214036,0.4668892],"genre_scores_gemma":[0.0005507108,0.00008605888,0.0003472501,0.03116077,0.005691805,0.001075717,0.3981972,0.000861623,0.5620289],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2523276,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0905178861648775,"score_gpt":0.2986883776494422,"score_spread":0.2081704914845647,"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."}}