{"id":"W2045865449","doi":"10.1002/mds.22828","title":"A comparison of treatment thresholds in two large Parkinson's disease clinical trial cohorts","year":2009,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Toronto Western Hospital; University of Toronto","funders":"National Center for Research Resources; National Institute of Neurological Disorders and Stroke; H. Lundbeck A/S","keywords":"Precept; Parkinson's disease; Clinical endpoint; Placebo; Dopaminergic; Parkinsonism; Medicine; Psychology; Levodopa; Clinical trial; Physical therapy; Internal medicine; Disease; Pathology; Dopamine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002770292,0.0003157135,0.0008595872,0.0001731752,0.00006179999,0.00001456053,0.00009935565,0.00006748638,0.000196489],"category_scores_gemma":[0.00004539228,0.0002598669,0.0004070421,0.0002150407,0.00005008447,0.00006709134,0.0000295149,0.0001159458,0.00001698179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746416,"about_ca_system_score_gemma":0.0002060578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535794,"about_ca_topic_score_gemma":0.0004349388,"domain_scores_codex":[0.9976491,0.0001043843,0.0008198556,0.0005486322,0.0004051947,0.0004727948],"domain_scores_gemma":[0.9987813,0.00004861914,0.0002153214,0.0005139186,0.00003021411,0.0004106912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02272939,0.02037589,0.9290735,0.00001932239,0.0002013223,0.00007668189,0.0001294856,0.00003840079,0.00002435598,0.0008328551,0.0006602482,0.02583861],"study_design_scores_gemma":[0.1479482,0.006118083,0.818958,0.00009121377,0.0004374411,9.653228e-8,0.000202954,0.001373638,0.0001126883,0.007413865,0.01710046,0.0002432869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934631,0.001091568,0.0001269363,0.001128357,0.0002593313,0.00213128,0.00007045297,0.00005345276,0.001675502],"genre_scores_gemma":[0.9971315,0.0004966441,0.000171661,0.001567127,0.00008301315,0.0001622724,0.0001584783,0.00002224984,0.0002070863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1252189,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05019296509707689,"score_gpt":0.4058431410089549,"score_spread":0.355650175911878,"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."}}