{"id":"W4236546819","doi":"10.1016/b978-1-4160-6110-6.10136-2","title":"Case 136","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Computer science","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":[0.0001872396,0.001167962,0.0004915246,0.002266993,0.001372411,0.001484867,0.001075978,0.003849402,0.1061664],"category_scores_gemma":[0.000958684,0.0004344633,0.0008829335,0.0009672306,0.001015247,0.001474095,0.001922412,0.003358935,0.02959426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097549,"about_ca_system_score_gemma":0.0007164382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898752,"about_ca_topic_score_gemma":0.005241235,"domain_scores_codex":[0.9997451,0.00002685936,0.00002079335,0.00005465469,0.00007369224,0.00007896921],"domain_scores_gemma":[0.999859,0.00003153913,0.00001465359,0.00002401946,0.00001916259,0.00005164582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006837842,0.0001413956,0.002494368,0.0002188691,0.00003100851,0.6726146,0.0003417426,0.0003658863,0.002154598,0.02975847,0.2053989,0.08641191],"study_design_scores_gemma":[0.00001276324,0.0000360312,0.001366778,0.0001914484,0.00001360117,0.4859704,0.0002430283,0.0001755019,0.0003757407,0.005705866,0.505892,0.00001666048],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01239663,0.009240902,0.001978371,0.01180044,0.006446708,0.0001175044,0.0003925907,0.000231563,0.9573953],"genre_scores_gemma":[0.1020654,0.008028095,0.003237503,0.008035916,0.003774594,0.0001054813,0.0006027785,0.0002080254,0.8739421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1061664,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514301563297529,"score_gpt":0.2749548960125051,"score_spread":0.2498118803795298,"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."}}