{"id":"W6904526747","doi":"10.1371/journal.pone.0307418.s006","title":"Attributes of brain health.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Workflow; Cognition; Health equity; Dominance (genetics); Inclusion (mineral); Mental health; Privilege (computing)","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":[0.002913753,0.0005996078,0.0004536076,0.002908141,0.001848207,0.005712531,0.001058283,0.001638378,0.08527876],"category_scores_gemma":[0.01151523,0.0001613607,0.000713981,0.003379795,0.003219701,0.003938936,0.004790513,0.001900482,0.01635158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003219762,"about_ca_system_score_gemma":0.004197155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006720003,"about_ca_topic_score_gemma":0.009256138,"domain_scores_codex":[0.9970246,0.001167764,0.0002476375,0.0003763143,0.000836014,0.0003475869],"domain_scores_gemma":[0.9966763,0.0007678677,0.0005180374,0.00037833,0.00100066,0.0006588039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001525843,0.00009554197,0.02672765,0.001141599,0.00007144682,0.0004141159,0.006843539,0.0002939266,0.0002632522,0.4022028,0.1740577,0.3877358],"study_design_scores_gemma":[0.00002068164,0.00007862758,0.03071967,0.00156374,0.00005478264,0.00154431,0.00700498,0.0002410531,0.0001696931,0.16607,0.7924881,0.00004435283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02144213,0.02331991,0.009544774,0.05086513,0.00292523,0.000484755,0.00752828,0.0002554072,0.8836343],"genre_scores_gemma":[0.6549972,0.03833307,0.01801887,0.02035564,0.003015532,0.001700093,0.00965714,0.0002974784,0.2536251],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08527876,"threshold_uncertainty_score":0.2852858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2315774143838287,"score_gpt":0.4308573456828301,"score_spread":0.1992799312990014,"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."}}