{"id":"W2994908519","doi":"10.3233/jpd-191775","title":"The Quebec Parkinson Network: A Researcher-Patient Matching Platform and Multimodal Biorepository","year":2019,"lang":"en","type":"article","venue":"Journal of Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre; Université du Québec à Montréal; Canadian Sleep & Circadian Network; Centre hospitalier universitaire de Québec; University of Calgary; Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal; Université Laval; Montreal Neurological Institute and Hospital","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute on Drug Abuse; National Institute of Mental Health; Fonds de Recherche du Québec - Santé; Parkinson Canada; Canadian Institutes of Health Research; National Institutes of Health; Fondation Brain Canada; McGill University","keywords":"Medicine; Parkinson's disease; Cohort; Dyskinesia; Movement disorders; Disease; Internal medicine; Physical medicine and rehabilitation; Pediatrics; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006206483,0.0002796369,0.0004411808,0.0001439277,0.0003346106,0.0001661726,0.00018669,0.00008861736,0.00006516321],"category_scores_gemma":[0.00009922183,0.0001745963,0.0003214565,0.0001789521,0.0001058357,0.0002930237,0.0001193073,0.0004280651,0.00003793783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000296171,"about_ca_system_score_gemma":0.0005754713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003565818,"about_ca_topic_score_gemma":0.0000933355,"domain_scores_codex":[0.9974246,0.0001410549,0.0006106072,0.000315786,0.0009454535,0.0005625176],"domain_scores_gemma":[0.9975272,0.000223795,0.0004805608,0.0004196854,0.0002280716,0.001120635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02097258,0.001958477,0.7872061,0.0004057266,0.001624787,0.005087973,0.001432234,0.000366423,0.002037265,0.0009481592,0.006909957,0.1710503],"study_design_scores_gemma":[0.004066776,0.0007763852,0.7538115,0.0005066453,0.0004062344,0.000192648,0.0006688506,0.001202189,0.0002681014,0.001051539,0.2368158,0.0002332987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889073,0.008725469,0.00006325732,0.0006311988,0.0006111591,0.000564648,0.00001929082,0.00002395673,0.0004536767],"genre_scores_gemma":[0.9970544,0.0008406053,0.0006985357,0.0003184828,0.0004444712,0.00001863647,0.000008024113,0.00004287185,0.0005739897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2299059,"threshold_uncertainty_score":0.7119831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667393963629536,"score_gpt":0.2764286174980469,"score_spread":0.2597546778617515,"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."}}