{"id":"W2151766758","doi":"10.1080/13854040802665816","title":"Commentary on Larrabee, Millis, and Meyers’ paper “Sensitivity to Brain Dysfunction of the Halstead Reitan vs an Ability-Focused Neuropsychological Battery”","year":2009,"lang":"en","type":"article","venue":"The Clinical Neuropsychologist","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Neuropsychology; Psychology; Audiology; Battery (electricity); Neuropsychological assessment; Clinical psychology; Psychiatry; Medicine; Cognition","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":[],"consensus_categories":[],"category_scores_codex":[0.00487831,0.000324974,0.0006933885,0.00007541606,0.0002527002,0.00004531158,0.0005294512,0.0002316709,0.0001080632],"category_scores_gemma":[0.005114602,0.000173543,0.0002722348,0.0004818281,0.001521533,0.0000905819,0.000162692,0.001646983,0.00005349369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003007926,"about_ca_system_score_gemma":0.00002391021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003373321,"about_ca_topic_score_gemma":0.0000326628,"domain_scores_codex":[0.992021,0.004850608,0.00100988,0.0009876376,0.0006366376,0.0004942267],"domain_scores_gemma":[0.9924471,0.004466175,0.0002109197,0.002362591,0.0001235234,0.0003897047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.03488002,0.01133254,0.1527225,0.0001094264,0.0002087906,0.0004317066,0.00092254,0.00004278025,0.08055674,0.0007055447,0.4541093,0.2639782],"study_design_scores_gemma":[0.002365818,0.01093961,0.9780135,0.00006726313,0.00005450415,0.0001227212,0.00005889426,0.00005357447,0.0001567989,0.0006680981,0.007332659,0.0001665426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6661791,0.00001307079,0.00005338331,0.3307904,0.0004700668,0.001178073,0.00002073129,0.00007409204,0.001221118],"genre_scores_gemma":[0.7481312,0.00002943027,0.00018575,0.2511962,0.0002804101,0.00001552559,0.000006840353,0.000025476,0.0001291656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.825291,"threshold_uncertainty_score":0.7155412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268452876826406,"score_gpt":0.4251922421720261,"score_spread":0.2983469544893855,"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."}}