{"id":"W2059442736","doi":"10.1007/s00415-009-0069-1","title":"A decision tool to support appropriate referral for deep brain stimulation in Parkinson’s disease","year":2009,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Deep brain stimulation; Parkinson's disease; Referral; Neurology; Medicine; Neuroradiology; Logistic regression; Disease; Physical therapy; Psychiatry; Internal medicine; Family medicine","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":[0.002807734,0.0005961648,0.0008504599,0.003191292,0.0006842858,0.002280059,0.0009361837,0.001918367,0.01386155],"category_scores_gemma":[0.02025944,0.0002901111,0.0004900077,0.0007473735,0.0003577242,0.001991946,0.001057089,0.001484544,0.003561069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006562465,"about_ca_system_score_gemma":0.001298057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007431417,"about_ca_topic_score_gemma":0.001885867,"domain_scores_codex":[0.9977815,0.001067704,0.000509671,0.0001442431,0.000383825,0.0001131046],"domain_scores_gemma":[0.9841574,0.01121918,0.0009601201,0.0003707063,0.00177359,0.001519008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003803294,0.0008075677,0.04739641,0.0003932075,0.000191163,0.008168581,0.0004290179,0.006736256,0.003781532,0.004834638,0.2228833,0.7005751],"study_design_scores_gemma":[0.004156782,0.00310357,0.07839429,0.003778117,0.001159662,0.03029468,0.002674308,0.446628,0.03308348,0.08396002,0.311823,0.0009441107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3774456,0.007599663,0.332856,0.1185578,0.006997337,0.004934366,0.009111379,0.01881072,0.1236871],"genre_scores_gemma":[0.7474136,0.001450408,0.2310097,0.006780592,0.001707035,0.001392394,0.002090201,0.0003079673,0.007848058],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01386155,"threshold_uncertainty_score":0.04637146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347853103778776,"score_gpt":0.332949153485221,"score_spread":0.2981638431073434,"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."}}