{"id":"W2606600338","doi":"10.1016/j.neuro.2017.04.002","title":"Determinants of neurological disease: Synthesis of systematic reviews","year":2017,"lang":"en","type":"review","venue":"NeuroToxicology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of British Columbia; Newfoundland and Labrador Centre for Applied Health Research; Toronto Rehabilitation Institute; University of Toronto; University Health Network; Vancouver Coastal Health; Ontario Tech University; Vancouver Coastal Health Research Institute; Memorial University of Newfoundland; University of Calgary; McGill University; University of Ottawa","funders":"","keywords":"Amyotrophic lateral sclerosis; Medicine; Etiology; Disease; Pediatrics; Dystonia; Systematic review; Population; Multiple sclerosis; Parkinsonism; Intensive care medicine; Psychiatry; Environmental health; MEDLINE; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000405617,0.0005472638,0.007973495,0.0002570008,0.00006046424,0.000007985536,0.0005177851,0.0003860108,0.000112387],"category_scores_gemma":[0.004827388,0.0003420903,0.001536056,0.000109372,0.0001961258,0.00003050715,0.0001739317,0.0002577763,0.00009804219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003079017,"about_ca_system_score_gemma":0.0003418967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001534638,"about_ca_topic_score_gemma":0.000001052979,"domain_scores_codex":[0.9958154,0.001223641,0.001714838,0.0006297912,0.0002811018,0.0003352069],"domain_scores_gemma":[0.9943431,0.0008641253,0.002711306,0.001675606,0.00007228624,0.0003335494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008330263,0.0006949345,0.000586266,0.6793994,0.0001659489,0.001305196,0.000001781491,1.278001e-8,0.000002494701,0.00003034479,0.00005094768,0.3176794],"study_design_scores_gemma":[0.000544921,0.001372239,0.002023179,0.201129,0.01871816,0.0004956297,4.992657e-7,0.00001330987,0.00002665523,0.00003116372,0.7753352,0.0003100579],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007069873,0.9898977,0.000001303472,0.00001011882,0.0003040386,0.008638607,0.0001630418,0.00002378399,0.0002544308],"genre_scores_gemma":[0.001604695,0.9942725,0.00006345579,0.00006411532,0.00005685049,0.003683551,0.00001342471,0.00006031759,0.0001810827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7752842,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2035046969437291,"score_gpt":0.4192476793777958,"score_spread":0.2157429824340668,"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."}}