{"id":"W4391929124","doi":"10.1002/mdc3.13999","title":"Remote Deep Brain Stimulation Programming in Canada","year":2024,"lang":"en","type":"letter","venue":"Movement Disorders Clinical Practice","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Krembil Foundation; University of Toronto; Toronto Western Hospital","funders":"","keywords":"Deep brain stimulation; Stimulation; Neuroscience; Computer science; Psychology; Cognitive science; Medicine; Parkinson's disease","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007068317,0.0005001352,0.0008485568,0.0001398973,0.00006397458,0.00007073605,0.0001863538,0.0006525823,0.0002203204],"category_scores_gemma":[0.00398201,0.0004195244,0.0003077361,0.0003964207,0.00007399963,0.0001518187,0.0001435406,0.003955022,0.0001153625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005708381,"about_ca_system_score_gemma":0.0009738508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5336602,"about_ca_topic_score_gemma":0.6088179,"domain_scores_codex":[0.995346,0.0004778826,0.001384996,0.001129816,0.0009732669,0.0006880701],"domain_scores_gemma":[0.9950577,0.003706033,0.0004182242,0.0005857082,0.00007333405,0.0001589876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003195637,0.000581457,0.009370263,0.0002617365,0.0003589304,0.004974351,0.00002222988,0.00003988597,2.706258e-7,0.00001146921,0.754648,0.2294118],"study_design_scores_gemma":[0.002656352,0.000938689,0.011687,0.0001925258,0.0006310474,0.000003460629,0.0001215626,0.00245586,2.201872e-7,0.008132544,0.9727846,0.0003960819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002226727,0.00138647,0.0002210774,0.9863129,0.001127547,0.00196094,0.00001661015,0.00008894211,0.006658736],"genre_scores_gemma":[0.005270034,0.0006880936,0.001756959,0.9890924,0.0006384199,0.00005793657,0.0004908868,0.0001027953,0.001902511],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2290157,"threshold_uncertainty_score":0.9998257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04138937285600607,"score_gpt":0.3698657636128398,"score_spread":0.3284763907568338,"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."}}