{"id":"W2014323097","doi":"10.1080/13803395.2013.781134","title":"Number of impaired scores as a performance validity indicator","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Neuropsychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Psychology; Audiology; Test validity; Clinical psychology; Traumatic brain injury; Psychometrics; Psychiatry; Medicine","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":[0.006568259,0.0006256307,0.0005136227,0.003054138,0.0003637364,0.0009815337,0.0007270489,0.0005869964,0.001418043],"category_scores_gemma":[0.0251919,0.0002193402,0.000734331,0.001174243,0.0009126615,0.001539388,0.002139536,0.0009353051,0.0004024626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004208522,"about_ca_system_score_gemma":0.0004681263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084099,"about_ca_topic_score_gemma":0.001820686,"domain_scores_codex":[0.995509,0.001248495,0.0007066526,0.0003756388,0.001755513,0.000404619],"domain_scores_gemma":[0.9829431,0.006866754,0.005884138,0.0009558192,0.002561537,0.0007886901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002206663,0.0001058308,0.9901607,0.00003476222,0.0001044213,0.00004824879,0.0002537021,0.0002813172,0.0003643236,0.0001657043,0.0002026607,0.008057632],"study_design_scores_gemma":[0.00001422151,0.0004579919,0.995119,0.00004933275,0.00004840437,0.0003864044,0.0002832727,0.001823803,0.0008621794,0.0004259331,0.0005081786,0.00002123555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934475,0.0002292596,0.001445811,0.00005999118,0.00002244927,0.00006114267,0.0002968265,0.00002782282,0.004409041],"genre_scores_gemma":[0.998493,0.00004362033,0.0008245169,0.00001781374,0.00001583897,0.00003904333,0.0002854251,0.000006142669,0.0002746178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006568259,"threshold_uncertainty_score":0.03473663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636494293007306,"score_gpt":0.4875704196334565,"score_spread":0.3239209903327259,"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."}}