{"id":"W2109124339","doi":"10.1016/j.jalz.2014.05.1695","title":"P4‐178: RATER QUALIFICATIONS IN EARLY ALZHEIMER'S DISEASE CLINICAL TRIALS","year":2014,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Ginkgo biloba and Cashew Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"inVentiv Health Clinical","funders":"","keywords":"Rating scale; Psychology; Clinical Dementia Rating; Clinical trial; Dementia; Psychological intervention; Clinical psychology; Disease; Scale (ratio); Cognition; Medicine; Psychiatry; Cognitive impairment; Developmental psychology; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003398985,0.0002450943,0.0006548574,0.0001566731,0.0001195846,0.00005899991,0.0002429405,0.0001502718,0.0006387642],"category_scores_gemma":[0.0004603512,0.0002119008,0.0003497514,0.0003237652,0.0001513724,0.0001313578,0.00006876214,0.0002905718,0.00137645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005680954,"about_ca_system_score_gemma":0.0001489731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001353675,"about_ca_topic_score_gemma":0.00003936121,"domain_scores_codex":[0.9963892,0.0008196654,0.001459438,0.0005939946,0.0003357151,0.0004020552],"domain_scores_gemma":[0.9975055,0.0005035091,0.0002908796,0.001037436,0.0001340489,0.0005286561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006778006,0.002717113,0.7376616,0.00001597195,0.01749933,0.00003119124,0.0004964639,0.00001064808,0.001776933,0.03334087,0.04536011,0.160412],"study_design_scores_gemma":[0.002815075,0.0001698517,0.8334324,0.00003411141,0.03239738,0.000004228815,0.00004473012,0.0003370506,0.001088388,0.001636388,0.127699,0.000341428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8460879,0.09281987,0.006573368,0.03216388,0.00174953,0.006141731,0.0001343098,0.0005969706,0.01373239],"genre_scores_gemma":[0.9951534,0.0001083846,0.001538163,0.002036519,0.0004749621,0.0004185973,0.0001893399,0.00004207695,0.00003850231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1600706,"threshold_uncertainty_score":0.9994011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1578781709855501,"score_gpt":0.4291479652198267,"score_spread":0.2712697942342766,"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."}}