{"id":"W4393191207","doi":"10.1007/978-3-031-50399-3_9","title":"The Three Pillars of DBS: The First Pillar-Finding a Good DBS Neurologist","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Pillar; Psychology; Engineering; Structural engineering","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":[0.001295018,0.000643314,0.0006521499,0.0009035987,0.00155916,0.005201188,0.0008567579,0.004192946,0.03039468],"category_scores_gemma":[0.002514734,0.0003165453,0.0003990413,0.0005470508,0.003019027,0.006491479,0.002629901,0.00782856,0.01570295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001641031,"about_ca_system_score_gemma":0.003196051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002153818,"about_ca_topic_score_gemma":0.007808471,"domain_scores_codex":[0.9993011,0.0001705177,0.00002584915,0.00007801252,0.0003655391,0.00005890036],"domain_scores_gemma":[0.9990252,0.000536354,0.00003076379,0.00004118236,0.0001475306,0.0002189045],"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":[0.00002000617,0.00003347996,0.0001060911,0.0001308232,0.000005741927,0.0001844681,0.0004230826,0.00007998709,0.0002564324,0.05589628,0.7856564,0.1572073],"study_design_scores_gemma":[0.000006837909,0.00002435783,0.0001488129,0.0004448851,0.000004461546,0.001272924,0.00043014,0.00009493257,0.00008259991,0.03818175,0.9592941,0.00001420543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009792142,0.1318402,0.01002779,0.2450598,0.02488181,0.00007512025,0.0001968701,0.0003522735,0.586587],"genre_scores_gemma":[0.01215188,0.08605842,0.01743879,0.13888,0.01476874,0.0001343286,0.0002040268,0.0004318747,0.7299319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03039468,"threshold_uncertainty_score":0.1016803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513491891051305,"score_gpt":0.2611572502455441,"score_spread":0.226022331335031,"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."}}