{"id":"W2981239279","doi":"10.1159/000503579","title":"The Silent Minority: Insights into Who Fails to Present for Medical Care Following a Brain Injury","year":2019,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Traumatic brain injury; Medical care; Psychiatry; Family medicine; Intensive care medicine; Physical medicine and rehabilitation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001919958,0.0002661374,0.000870876,0.0001738873,0.0002289853,0.00003037562,0.0005981812,0.0003065507,0.000108547],"category_scores_gemma":[0.02042379,0.0001726896,0.0003522405,0.0002620619,0.0001657221,0.00007577785,0.0003649032,0.000714152,0.0002613683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518634,"about_ca_system_score_gemma":0.0003774393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001705508,"about_ca_topic_score_gemma":0.0001594225,"domain_scores_codex":[0.9958787,0.001011014,0.0007957247,0.0007381258,0.0006926394,0.0008838126],"domain_scores_gemma":[0.9857394,0.01231805,0.0001038248,0.001027678,0.000178787,0.0006322511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003449533,0.0002743193,0.09255487,0.001481101,0.0006215121,0.0002667994,0.009026418,0.0000291684,0.01182403,0.01656532,0.6145382,0.2493687],"study_design_scores_gemma":[0.002793413,0.004107598,0.04839091,0.0002462092,0.00006445338,0.00005677789,0.001414293,0.00246588,0.0009121561,0.002504841,0.9367243,0.0003191741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8693066,0.000875836,0.0005282031,0.1232614,0.00119023,0.002946391,0.000005640933,0.00008910742,0.00179658],"genre_scores_gemma":[0.97299,0.00006167534,0.0008683559,0.02245018,0.0007733018,0.0006360589,0.00002770227,0.0000550595,0.00213766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3221861,"threshold_uncertainty_score":0.9878276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04912569114491614,"score_gpt":0.3998200949196129,"score_spread":0.3506944037746967,"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."}}