{"id":"W2605580387","doi":"","title":"Functional Cognitive Activities for Adults with Traumatic Brain Injury: A Pilot Study","year":2017,"lang":"en","type":"article","venue":"Dominican Scholar (Dominican University of California)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traumatic brain injury; Cognition; Psychology; Physical medicine and rehabilitation; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002219323,0.0003453249,0.00109041,0.0003240207,0.001175247,0.0001120091,0.0006921647,0.0001181439,0.0004065157],"category_scores_gemma":[0.002759904,0.0003326681,0.000260594,0.0001743797,0.001582707,0.0005040347,0.0002559852,0.0007755962,0.00004194255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595477,"about_ca_system_score_gemma":0.0007126674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003954627,"about_ca_topic_score_gemma":0.0009977501,"domain_scores_codex":[0.9969922,0.0003291121,0.000487951,0.0007217334,0.0009324042,0.0005366422],"domain_scores_gemma":[0.9949992,0.002204654,0.000746835,0.001200392,0.0003823322,0.0004666054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6606843,0.01612315,0.1543202,0.001732262,0.007291407,0.0003754419,0.01494109,0.000003524362,0.002155857,0.000531415,0.01978913,0.1220522],"study_design_scores_gemma":[0.07871503,0.04694286,0.7498333,0.001449353,0.001513353,0.00006987566,0.1154245,0.0002006525,0.0006383132,0.00009402801,0.004353753,0.0007649836],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905649,0.00001151796,0.0006581864,0.001770547,0.00007639527,0.003353714,0.001488532,0.0000673326,0.002008877],"genre_scores_gemma":[0.9954636,0.000008775398,0.00277122,0.0001849805,0.0001135678,0.00002807781,0.00009459916,0.00005709611,0.001278156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5955132,"threshold_uncertainty_score":0.9999126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147122940455662,"score_gpt":0.3486342040984278,"score_spread":0.2339219100528616,"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."}}