{"id":"W2220306596","doi":"10.1016/j.amepre.2008.01.021","title":"Inflicted Childhood Neurotrauma","year":2008,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Child and Family Research Institute","funders":"","keywords":"Medicine; Suicide prevention; Injury prevention; Poison control; Occupational safety and health; Family medicine; Human factors and ergonomics; Gerontology; Pediatrics; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002506032,0.0001983943,0.0008136422,0.0003580856,0.00008838513,0.000002259226,0.0001499378,0.00004325255,0.0003586999],"category_scores_gemma":[0.0002289743,0.0001261789,0.0002444344,0.0006606765,0.0008585095,0.00009665441,0.00002218754,0.0007066334,0.00002329414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004469326,"about_ca_system_score_gemma":0.0001662658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003056369,"about_ca_topic_score_gemma":8.883637e-7,"domain_scores_codex":[0.9982187,0.00009469152,0.0007174348,0.0001684537,0.0005510792,0.0002496142],"domain_scores_gemma":[0.9982976,0.0001017088,0.0006736363,0.0002253129,0.0003483101,0.0003533769],"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":[0.003824348,0.004951406,0.3509225,0.0001278971,0.006033384,0.01563734,0.04806416,0.00005246808,0.02415949,0.0003321673,0.03671909,0.5091758],"study_design_scores_gemma":[0.006126644,0.007622171,0.9523373,0.0009213483,0.0005365127,0.01844475,0.0009709801,0.00000563201,0.001072989,0.00007846393,0.01173319,0.0001500488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889331,0.001258179,0.000247915,0.004449055,0.0003086708,0.0001979201,0.00000113472,0.00002747873,0.004576529],"genre_scores_gemma":[0.9946414,0.001679103,0.0005934211,0.00148266,0.0009518536,0.000001377913,0.00000483856,0.00002946349,0.0006159262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6014148,"threshold_uncertainty_score":0.5145425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167925580388218,"score_gpt":0.2759484869561706,"score_spread":0.2591559289173488,"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."}}