{"id":"W4360866215","doi":"10.1186/s13195-023-01207-8","title":"Therapeutic preference for Alzheimer’s disease treatments: a discrete choice experiment with caregivers and neurologists","year":2023,"lang":"en","type":"article","venue":"Alzheimer s Research & Therapy","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Aging; Eisai Incorporated; University of California, San Francisco; Eisai","keywords":"Medicine; Neurology; Preference; Geriatric psychiatry; Biomarker; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006617267,0.0003125546,0.0003261338,0.0003866519,0.0004333601,0.0001364833,0.000253544,0.00007058286,0.0001823912],"category_scores_gemma":[0.00006422978,0.0002095362,0.0001125215,0.000695261,0.0006298582,0.0002010489,0.0001311023,0.0003198219,0.0000643034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000427235,"about_ca_system_score_gemma":0.0003380877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002776354,"about_ca_topic_score_gemma":0.00001921029,"domain_scores_codex":[0.9963273,0.0003473253,0.000204186,0.0008168554,0.001167642,0.001136666],"domain_scores_gemma":[0.997688,0.0005951638,0.00004509516,0.0005618191,0.0004501629,0.000659744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04321138,0.002529932,0.3392055,0.0001589821,0.01752206,0.0007383756,0.006726499,0.000009569961,0.01996485,0.001021555,0.006146598,0.5627647],"study_design_scores_gemma":[0.01959251,0.01876067,0.8652234,0.0001665282,0.001304949,0.00002449453,0.002450197,0.0008906103,0.01966758,0.0008512307,0.07039506,0.0006727828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488752,0.03273122,0.0001031892,0.008931817,0.00007093642,0.007478681,0.00007227056,0.000249567,0.001487139],"genre_scores_gemma":[0.9897669,0.005463575,0.0000883085,0.0003543936,0.0001077922,0.003070719,0.0001388774,0.00007289237,0.0009365504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5620919,"threshold_uncertainty_score":0.8544638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2396796114573506,"score_gpt":0.4424321363352577,"score_spread":0.2027525248779071,"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."}}