{"id":"W4379347847","doi":"10.1017/cjn.2023.112","title":"P.007 Web-based monitoring for cognitive decline following deep brain stimulation","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Cognitive decline; Deep brain stimulation; Movement disorders; Cognitive skill; Web application; Medicine; Physical medicine and rehabilitation; Psychology; Computer science; Psychiatry; Dementia; World Wide Web; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345256,0.0002342341,0.0001443965,0.0005134111,0.0001913917,0.0007171213,0.0003106795,0.0004320504,0.01591231],"category_scores_gemma":[0.005332256,0.00006266584,0.0002183049,0.0002468463,0.0001787951,0.0005397957,0.0004810335,0.0004414879,0.002972564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360154,"about_ca_system_score_gemma":0.0005818584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194887,"about_ca_topic_score_gemma":0.002050946,"domain_scores_codex":[0.9995432,0.0001706666,0.00004285464,0.00004096182,0.0001568299,0.00004547636],"domain_scores_gemma":[0.9969918,0.001335685,0.0005069451,0.0001070669,0.0007647528,0.0002937299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002570182,0.001363969,0.3138086,0.0005909117,0.0001191866,0.0007092935,0.0005409703,0.0004593595,0.004152525,0.0006921023,0.02788861,0.6471043],"study_design_scores_gemma":[0.0003846311,0.005954929,0.9039403,0.0007624145,0.0002076345,0.003472545,0.001028587,0.01139613,0.01241837,0.002787131,0.05757709,0.00007021588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8966722,0.003439445,0.01516064,0.005372472,0.000657652,0.00177241,0.004601046,0.001430812,0.07089326],"genre_scores_gemma":[0.9725896,0.0009173342,0.01568848,0.0007557178,0.0002177883,0.0006149191,0.0007301036,0.00004429438,0.008441719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591231,"threshold_uncertainty_score":0.05323201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05685500440460476,"score_gpt":0.3351683162877153,"score_spread":0.2783133118831105,"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."}}