{"id":"W2335995821","doi":"10.1056/em200704270000004","title":"Another CT Prediction Rule for Head Injury","year":2007,"lang":"en","type":"article","venue":"Journal watch","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Head (geology); Head injury; Clinical prediction rule; Internal medicine; Surgery; Geology","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":[0.0008412567,0.00009516702,0.0001849493,0.00005362095,0.0001554095,0.00002548989,0.00006102253,0.00004128557,0.0001377803],"category_scores_gemma":[0.00009561503,0.00006950309,0.0001974075,0.00009613932,0.00003141119,0.0001058729,0.000006660248,0.0002422795,0.00002080765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006219586,"about_ca_system_score_gemma":0.00003803854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002530339,"about_ca_topic_score_gemma":0.000003802054,"domain_scores_codex":[0.999064,0.00002030905,0.0003118248,0.0001242518,0.0002455711,0.0002340512],"domain_scores_gemma":[0.9994971,0.00007626002,0.00009222615,0.000143716,0.00007789864,0.0001127701],"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":[0.003965175,0.001069724,0.07366011,0.0004223664,0.0006972612,0.0003151932,0.001330998,0.000006814476,0.07151129,0.0004117162,0.4383583,0.408251],"study_design_scores_gemma":[0.003507251,0.001308035,0.1957134,0.0002591407,0.0002278626,0.003023906,0.0002109049,0.00005266232,0.06669338,0.002273321,0.7265449,0.0001852633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794211,0.0003097341,0.009409508,0.007333519,0.000964191,0.0003056952,0.00001349468,0.00005225238,0.00219046],"genre_scores_gemma":[0.9887083,0.0001694422,0.003068574,0.001721773,0.001504986,0.000008261199,0.000007228516,0.00002963767,0.004781766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4080658,"threshold_uncertainty_score":0.2834254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991119716172197,"score_gpt":0.3157712617294426,"score_spread":0.2858600645677207,"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."}}