{"id":"W28000831","doi":"10.1039/c6ob02727j","title":"The black truth: deprivation, mortality and traumatic brain injury","year":2010,"lang":"en","type":"article","venue":"Scottish Medical Journal","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Traumatic brain injury; Medical emergency; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008274473,0.0002943251,0.000317182,0.0008579241,0.0006699284,0.001098545,0.0003750315,0.0006221695,0.004801076],"category_scores_gemma":[0.002355137,0.0001190316,0.0001889082,0.0008864597,0.001636976,0.001407267,0.001683206,0.001149764,0.0006112424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007515879,"about_ca_system_score_gemma":0.0006823767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003590592,"about_ca_topic_score_gemma":0.005946788,"domain_scores_codex":[0.9995914,0.0001110627,0.00003291144,0.00005225148,0.0001497632,0.00006257627],"domain_scores_gemma":[0.9985917,0.0002710604,0.0006035554,0.00008762926,0.0001745663,0.0002715512],"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":[0.003816158,0.0003953957,0.1345622,0.001968432,0.0003222967,0.003692605,0.002830546,0.0004241649,0.04054824,0.03737888,0.04248849,0.7315726],"study_design_scores_gemma":[0.0001499022,0.005173935,0.5794986,0.001198308,0.0004718856,0.02217652,0.00809335,0.001025102,0.03117709,0.1035668,0.2471578,0.0003107299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5046638,0.3003916,0.01377636,0.1216354,0.003645211,0.00008581491,0.002134416,0.0002111866,0.05345629],"genre_scores_gemma":[0.9060272,0.0727262,0.003497235,0.005019065,0.001624989,0.00003626402,0.0003992382,0.0000487881,0.01062105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004801076,"threshold_uncertainty_score":0.01606119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07645738968228354,"score_gpt":0.3997911435527272,"score_spread":0.3233337538704437,"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."}}