{"id":"W4406806133","doi":"10.1016/j.tjpad.2024.100036","title":"American's overall and equity-based societal valuation of a disease-modifying Alzheimer's treatment: Results from a discrete choice experiment","year":2025,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Valuation (finance); Equity (law); Economics; Actuarial science; Financial economics; Econometrics; Medicine; Psychology; Political science; Finance","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":[0.0008337553,0.0001513216,0.0003992547,0.0001336061,0.00008319774,0.0000213215,0.00016569,0.00002831374,0.0000805623],"category_scores_gemma":[0.00007822057,0.0001321065,0.0003014524,0.00008774696,0.0001900657,0.0002674619,0.00007186512,0.00006802107,0.000005378396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009848395,"about_ca_system_score_gemma":0.0001006555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003167581,"about_ca_topic_score_gemma":0.000005483035,"domain_scores_codex":[0.9984086,0.000129595,0.001033408,0.0001971718,0.000102613,0.0001285747],"domain_scores_gemma":[0.9976777,0.0001616481,0.00171709,0.0002793196,0.00003336681,0.0001309086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03401328,0.01302878,0.5419349,0.0004890409,0.03993373,0.00001774783,0.01559133,0.13482,0.008376949,0.04520424,0.003213213,0.1633768],"study_design_scores_gemma":[0.006400146,0.0006005979,0.9378018,0.0002360554,0.003163439,3.182904e-7,0.0003431754,0.01579111,0.002505416,0.03256379,0.000339043,0.0002550532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693715,0.02486818,0.003503125,0.00101817,0.0001453642,0.0003510738,0.0004584068,0.000005164796,0.0002790337],"genre_scores_gemma":[0.9983535,0.0007815458,0.000604091,0.00009480249,0.0000499173,0.00001102564,0.00005228044,0.00001151587,0.00004135373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.395867,"threshold_uncertainty_score":0.5387146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157769589615237,"score_gpt":0.3323713040682674,"score_spread":0.1746017144530304,"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."}}