{"id":"W4229062821","doi":"10.1007/s40120-022-00352-w","title":"Assessing the Clinical Meaningfulness of the Alzheimer’s Disease Composite Score (ADCOMS) Tool","year":2022,"lang":"en","type":"article","venue":"Neurology and Therapy","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institute on Aging","keywords":"Dementia; Clinical Dementia Rating; Medicine; Clinical trial; Neuroimaging; Disease; Neurology; Alzheimer's disease; Alzheimer's Disease Neuroimaging Initiative; Rating scale; Receiver operating characteristic; Internal medicine; Psychology; Psychiatry; Developmental psychology","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":[0.0006947275,0.0000774578,0.00015587,0.00002751006,0.0005015194,0.00001716596,0.0001645524,0.00002646498,0.0002736718],"category_scores_gemma":[0.00003571279,0.00004125617,0.000102119,0.0001222604,0.000380567,0.00003953998,0.0001801867,0.000506495,0.000001306944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001987186,"about_ca_system_score_gemma":0.00009045656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005916689,"about_ca_topic_score_gemma":4.64441e-7,"domain_scores_codex":[0.9983439,0.0008601387,0.0001894501,0.000187572,0.0002606734,0.0001582492],"domain_scores_gemma":[0.9992619,0.0003195807,0.00007574635,0.000245093,0.000044037,0.00005369483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001178131,0.0002846469,0.9497328,0.000004704903,0.0001091786,0.00003117952,0.00007259123,0.000002843211,0.0005404573,0.0003570108,0.0001849199,0.04750159],"study_design_scores_gemma":[0.001561904,0.0007254637,0.9883339,0.000004853141,0.00009439961,0.00004700527,0.00004147204,0.0001761255,0.0003629276,0.0006572976,0.00795468,0.00003995825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869442,0.001276431,0.00001555679,0.01057226,0.0002451169,0.0004185875,0.000004314401,0.00001223008,0.0005113063],"genre_scores_gemma":[0.98884,0.0001871341,0.000003524408,0.01078534,0.00006694889,0.00005143773,0.000004289817,0.00000928763,0.00005198746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04746163,"threshold_uncertainty_score":0.3857333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09013134555555159,"score_gpt":0.4043580347426101,"score_spread":0.3142266891870585,"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."}}