{"id":"W2116099413","doi":"10.1002/9780470061565.hbb139","title":"Biosensors for Neurological Disease","year":2007,"lang":"en","type":"other","venue":"","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bovine spongiform encephalopathy; Disease; Biomarker; Medicine; Biomarker discovery; Progressive multifocal leukoencephalopathy; Multiple sclerosis; Oncology; Bioinformatics; Internal medicine; Immunology; Biology; Prion protein; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009199581,0.001083883,0.0007599866,0.0008973737,0.0006011273,0.001861347,0.001535794,0.003006846,0.01546645],"category_scores_gemma":[0.001424622,0.0004317858,0.0006663231,0.0006312751,0.000789673,0.001700441,0.001799772,0.003255635,0.01179604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122491,"about_ca_system_score_gemma":0.0005592305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005658261,"about_ca_topic_score_gemma":0.0006792882,"domain_scores_codex":[0.9991624,0.0001238443,0.00004951144,0.0002017824,0.0003571125,0.0001053088],"domain_scores_gemma":[0.9994837,0.00009683622,0.00007270059,0.00005484181,0.0002112257,0.00008061877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002769213,0.0003020458,0.001041277,0.002815142,0.0001262043,0.0007612653,0.0002758743,0.001531915,0.4570146,0.08089516,0.123925,0.3310346],"study_design_scores_gemma":[0.00006364778,0.0005249144,0.0006747006,0.0003076797,0.00005209992,0.0008901377,0.0001378493,0.004904015,0.16998,0.01525766,0.8071195,0.00008783962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04808386,0.3331269,0.2081407,0.05020394,0.04233151,0.000973829,0.005051703,0.009492664,0.3025949],"genre_scores_gemma":[0.4384215,0.1706358,0.1349669,0.02424316,0.005218707,0.001705525,0.005499795,0.000631809,0.2186768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01546645,"threshold_uncertainty_score":0.05174041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275908956473269,"score_gpt":0.3111024109937111,"score_spread":0.2883433214289783,"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."}}