{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.8023954,0.00315106,0.008496279,0.02078287,0.006401555,0.01997262,0.01567255,0.01804319,0.004828956],"category_scores_gemma":[0.8353161,0.00426069,0.01133902,0.03833192,0.01568343,0.01289384,0.01475084,0.02228788,0.005769917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01943026,"about_ca_system_score_gemma":0.06611593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003514191,"about_ca_topic_score_gemma":0.00320835,"domain_scores_codex":[0.06950215,0.6561813,0.2221146,0.00763498,0.04217711,0.002389995],"domain_scores_gemma":[0.06472217,0.5448629,0.09740879,0.139798,0.1483256,0.004882607],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008026647,0.00104826,0.01632983,0.07637259,0.004732767,0.0004915724,0.0107402,0.00648379,0.002982082,0.2526067,0.2191631,0.4010226],"study_design_scores_gemma":[0.008452792,0.002728855,0.02941775,0.07911595,0.002999797,0.001165787,0.002717975,0.008187631,0.006038479,0.1025886,0.7556112,0.0009752574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01053041,0.0519753,0.5830575,0.06228242,0.02464779,0.1863366,0.02177866,0.005143036,0.05424831],"genre_scores_gemma":[0.04759487,0.007736069,0.6124552,0.02366415,0.003252867,0.2833733,0.0182255,0.001046036,0.002652015],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8023954,"threshold_uncertainty_score":0.2436817,"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."}}