{"id":"W2095355714","doi":"10.1097/00001199-200611000-00002","title":"Vocational Services for Traumatic Brain Injury","year":2006,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Traumatic brain injury; Vocational education; Psychology; Medicine; Medical emergency; Psychiatry; Pedagogy","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":[0.000627432,0.0001519335,0.0001461279,0.001213187,0.001066952,0.000408611,0.0004339238,0.0003006184,0.008726011],"category_scores_gemma":[0.004637437,0.0001327835,0.0001799328,0.001076227,0.0002611774,0.0003716869,0.001390894,0.0004205333,0.000750132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383278,"about_ca_system_score_gemma":0.0027939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008435921,"about_ca_topic_score_gemma":0.02187052,"domain_scores_codex":[0.9992023,0.000191315,0.00006542075,0.00005556234,0.0002082283,0.0002772675],"domain_scores_gemma":[0.9979432,0.0002042341,0.0007310552,0.00004985108,0.0002391481,0.0008324814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001953402,0.0003936043,0.9280276,0.0001773395,0.00003514154,0.0001791235,0.001385636,0.0001621108,0.0002839631,0.0002077756,0.00563775,0.06331471],"study_design_scores_gemma":[0.00004137425,0.0003425368,0.993694,0.0001296741,0.000009396801,0.0004239123,0.001522442,0.0001740501,0.00006663523,0.0001297131,0.003462284,0.000004045648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961079,0.0004604157,0.0001033226,0.0008192707,0.00001719532,0.0000909689,0.0006128212,0.00001114787,0.001776913],"genre_scores_gemma":[0.9957647,0.0005829972,0.000361911,0.0002986295,0.00004967097,0.0002113964,0.001570021,0.000004962061,0.001155747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008726011,"threshold_uncertainty_score":0.02919137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04364558037970037,"score_gpt":0.38523504177844,"score_spread":0.3415894613987397,"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."}}