{"id":"W2618408467","doi":"10.1093/brain/awx118","title":"Clinical criteria for subtyping Parkinson’s disease: biomarkers and longitudinal progression","year":2017,"lang":"en","type":"article","venue":"Brain","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":616,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Parkinson's disease; Movement disorders; Disease; Neuropsychology; Medicine; Biomarker; Cohort; Psychology; Batten disease; Physical medicine and rehabilitation; Cognition; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003882418,0.0006782137,0.001259233,0.003414888,0.000974126,0.0008500763,0.0009530979,0.0008422052,0.000945375],"category_scores_gemma":[0.007821815,0.0002358057,0.000742838,0.002933527,0.0005348144,0.0007659577,0.001276652,0.0008227324,0.0005406428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008880969,"about_ca_system_score_gemma":0.00204644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015631,"about_ca_topic_score_gemma":0.0166572,"domain_scores_codex":[0.9969628,0.000910353,0.0009359146,0.0003336127,0.0006717273,0.0001855255],"domain_scores_gemma":[0.9936659,0.001101068,0.002354071,0.0004375433,0.001854641,0.0005867626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006732438,0.0000951769,0.9776403,0.0002114984,0.0001136607,0.0002842417,0.0004842908,0.0006379095,0.002505197,0.0005719053,0.00234592,0.01443673],"study_design_scores_gemma":[0.00005915658,0.0003479701,0.9929149,0.0000716259,0.00004794892,0.00148223,0.0001813947,0.001361727,0.0004155496,0.0006455809,0.002448739,0.00002301762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614173,0.00440172,0.01586679,0.0007473381,0.00009168912,0.002671738,0.008189916,0.0001725174,0.006441013],"genre_scores_gemma":[0.9666022,0.0007575967,0.01961836,0.0002436735,0.00005112913,0.001707657,0.01018286,0.00004240884,0.0007941019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01015631,"threshold_uncertainty_score":0.02053249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0790716648833228,"score_gpt":0.4233008552407935,"score_spread":0.3442291903574707,"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."}}