{"id":"W4307113369","doi":"10.30773/pi.2022.0149","title":"Clinical Data Interchange Standards in Clinical Trials on Alzheimer’s Disease","year":2022,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical trial; Medicine; Dementia; Disease; Alzheimer's disease; MEDLINE; Quality of life (healthcare); Clinical Dementia Rating; Gerontology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02649212,0.000151589,0.0005102328,0.0002456974,0.000132799,0.00003248436,0.0003456738,0.00006706313,0.001330531],"category_scores_gemma":[0.004429345,0.0001354412,0.0002006297,0.0003844059,0.000196353,0.0001432855,0.0003973572,0.0009204352,0.00005707277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009399708,"about_ca_system_score_gemma":0.001493311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002296687,"about_ca_topic_score_gemma":0.00003554627,"domain_scores_codex":[0.9923756,0.00394561,0.001521349,0.0006939701,0.001176413,0.0002870183],"domain_scores_gemma":[0.9975092,0.0006773163,0.0002982094,0.0008645077,0.0001144474,0.0005362672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002426611,0.001033462,0.8907638,0.00003665327,0.0001224091,0.00002759144,0.00004830291,0.000001072055,0.000005854716,0.0005312423,0.04978155,0.05522146],"study_design_scores_gemma":[0.00551661,0.002080787,0.9528207,0.0001668071,0.0003870376,0.000004496634,0.0003382823,0.001897751,0.000007300418,0.004279435,0.03234069,0.0001600884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604833,0.001169984,0.0001279178,0.03110144,0.002911587,0.001739432,0.0007986657,0.00006835754,0.001599334],"genre_scores_gemma":[0.9863784,0.0002474246,0.0006816637,0.009305869,0.001165333,0.0002040348,0.001810787,0.00002883876,0.0001776081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06205692,"threshold_uncertainty_score":0.9995824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4319913899776505,"score_gpt":0.558980808575716,"score_spread":0.1269894185980655,"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."}}