{"id":"W2110684391","doi":"10.1001/archneur.63.6.883","title":"Preparing for Preventive Clinical Trials","year":2006,"lang":"en","type":"article","venue":"Archives of Neurology","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":293,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; U.S. Public Health Service","keywords":"Disease; Rating scale; Clinical trial; Observational study; Medicine; Huntington's disease; Physical therapy; Psychiatry; Psychology; 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":[0.2201101,0.002742377,0.004055053,0.004519123,0.004062444,0.01280023,0.005677664,0.017907,0.08726168],"category_scores_gemma":[0.3526436,0.003027027,0.003047473,0.0033323,0.003618027,0.008248193,0.005124188,0.01609787,0.0531471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002834003,"about_ca_system_score_gemma":0.02669705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006930144,"about_ca_topic_score_gemma":0.0008804741,"domain_scores_codex":[0.8176391,0.1457542,0.01683639,0.006201963,0.01009007,0.003478162],"domain_scores_gemma":[0.5702638,0.1888699,0.05393391,0.0690567,0.05854956,0.05932613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009309837,0.001940785,0.005591542,0.007052695,0.0004458554,0.001219464,0.0008139149,0.001207391,0.001423344,0.01377006,0.5912591,0.3659659],"study_design_scores_gemma":[0.02536384,0.006243455,0.01090895,0.01043971,0.0004311555,0.0007950838,0.0007789563,0.002389939,0.001431459,0.04600629,0.894861,0.0003501681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"commentary","genre_scores_codex":[0.009426666,0.03079568,0.1022192,0.2693479,0.09132372,0.3957222,0.009130232,0.003978712,0.08805572],"genre_scores_gemma":[0.04643062,0.01727198,0.2754106,0.1094539,0.07033711,0.4439144,0.00580418,0.001015329,0.03036196],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2201101,"threshold_uncertainty_score":0.9617431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172262575654196,"score_gpt":0.4128400064981013,"score_spread":0.2956137489326817,"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."}}