{"id":"W4399201564","doi":"10.1097/htr.0000000000000963","title":"2024 NABIS Conference on Brain Injury Abstracts","year":2024,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0010553,0.0001564588,0.0003511789,0.0003219317,0.00004842025,0.00007121187,0.00008923323,0.00009631702,0.000260297],"category_scores_gemma":[0.001250412,0.000116446,0.0003587914,0.0002750032,0.0001146064,0.000298709,0.000006028607,0.0005441376,0.00008290686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070782,"about_ca_system_score_gemma":0.0001782932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005772419,"about_ca_topic_score_gemma":0.00000543915,"domain_scores_codex":[0.9981785,0.0001272983,0.0007605469,0.0002139287,0.0005507226,0.0001690143],"domain_scores_gemma":[0.9979339,0.001340511,0.0001587393,0.000208437,0.0002153992,0.000143036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003162864,0.00159634,0.001572231,0.003806588,0.0006619049,0.0005397909,0.008440618,0.0001336553,0.02960042,0.02150917,0.2069881,0.7219883],"study_design_scores_gemma":[0.003738516,0.02591133,0.7021608,0.009004989,0.0005470771,0.001673763,0.002735887,0.0006042774,0.01129659,0.02630779,0.2154531,0.0005659087],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510514,0.000911399,0.0001235051,0.04062555,0.001253538,0.0002622338,0.000008731388,0.00004268566,0.005721017],"genre_scores_gemma":[0.9963537,0.00004037834,0.001826602,0.0006581779,0.0003217781,0.000007465048,0.000003369279,0.00002153607,0.0007670151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7214224,"threshold_uncertainty_score":0.4748528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227673458609653,"score_gpt":0.338875059840629,"score_spread":0.3065983252545325,"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."}}