{"id":"W4385235591","doi":"10.1212/wnl.0000000000207734","title":"Toward a More Inclusive Definition of Brain Health","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Psychology; Cognitive science; Neuroscience","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":[0.06573247,0.002305503,0.003137202,0.01226639,0.007020217,0.02190636,0.007517038,0.01038392,0.004072139],"category_scores_gemma":[0.04507696,0.001025285,0.001917846,0.004589435,0.05009688,0.03862758,0.01487863,0.03430698,0.001802972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01044174,"about_ca_system_score_gemma":0.01738729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006117644,"about_ca_topic_score_gemma":0.005758903,"domain_scores_codex":[0.9727554,0.0161886,0.002861636,0.002034148,0.004859861,0.001300404],"domain_scores_gemma":[0.9484052,0.02440402,0.003266948,0.002674133,0.01656903,0.004680749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001568974,0.000038266,0.0004574027,0.0001474655,0.00001637214,0.0001083351,0.005734479,0.0002444349,0.0001617667,0.9689822,0.01300327,0.01109035],"study_design_scores_gemma":[0.00001288944,0.00002522258,0.0005655636,0.0007917242,0.00001769969,0.0002984066,0.004532896,0.0006894493,0.0001103035,0.9187335,0.07417358,0.00004889217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006199794,0.03751079,0.2059041,0.6646137,0.01151251,0.000246326,0.0003107553,0.0002708137,0.07343127],"genre_scores_gemma":[0.3252068,0.03835035,0.4487079,0.1514832,0.02107536,0.001778797,0.0008311956,0.0006179582,0.01194834],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06573247,"threshold_uncertainty_score":0.3476307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06135386309710446,"score_gpt":0.3845840402472493,"score_spread":0.3232301771501448,"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."}}