{"id":"W3198006120","doi":"10.3233/jad-215190","title":"Neuroscience20 (BRAIN20, SPINE20, and MENTAL20) Health Initiative: A Global Consortium Addressing the Human and Economic Burden of Brain, Spine, and Mental Disorders Through Neurotech Innovations and Policies","year":2021,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Mental health; Investment (military); Population; Medicine; Developing country; Business; Global health; Economic growth; Economic cost; Disease; Psychiatry; Coronavirus disease 2019 (COVID-19); Political science; Health care; Environmental health; Economics","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":[0.0208841,0.001353124,0.001366458,0.006533738,0.001776058,0.006708393,0.00337895,0.004499683,0.0227088],"category_scores_gemma":[0.02406006,0.0004906934,0.003041501,0.00649871,0.001593289,0.004521573,0.008328863,0.006266688,0.007196421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006090275,"about_ca_system_score_gemma":0.0904564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04284436,"about_ca_topic_score_gemma":0.04694204,"domain_scores_codex":[0.9916083,0.002973849,0.0008581927,0.0005837639,0.002751019,0.001224808],"domain_scores_gemma":[0.9763373,0.005792345,0.002272167,0.0007301657,0.00810493,0.006763099],"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":[0.0002169192,0.0001592158,0.004431946,0.006187109,0.0004543078,0.0001588785,0.0004078013,0.0003347394,0.000380039,0.01832201,0.700144,0.2688031],"study_design_scores_gemma":[0.0003119827,0.0001818613,0.01048493,0.01267818,0.0006347458,0.0001742908,0.0006612773,0.0003547995,0.0004854772,0.004441167,0.9695176,0.00007362698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.007895081,0.2862576,0.008228434,0.4429462,0.0263596,0.003813607,0.05735526,0.002482836,0.1646615],"genre_scores_gemma":[0.07085067,0.4445745,0.06991804,0.1981906,0.01394582,0.01008351,0.1034085,0.001811364,0.08721685],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04284436,"threshold_uncertainty_score":0.110447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09677383397323763,"score_gpt":0.3961573782015982,"score_spread":0.2993835442283606,"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."}}