{"id":"W2501221750","doi":"10.1016/b978-1-4160-6110-6.10831-5","title":"Online Case 76","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Computer science; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001121812,0.0004245618,0.0006153043,0.0002406081,0.00008682148,0.000031016,0.0001275993,0.000497896,0.002228034],"category_scores_gemma":[0.00002510152,0.0003724266,0.0003420906,0.000009664526,0.0001395803,0.00002582115,0.000122781,0.0009584629,0.0007188691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004493363,"about_ca_system_score_gemma":0.00007146393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002357922,"about_ca_topic_score_gemma":0.0002777924,"domain_scores_codex":[0.9985648,0.000006704191,0.0003859531,0.0004600895,0.0003059424,0.0002765315],"domain_scores_gemma":[0.9986528,0.00005682803,0.0001557711,0.0007982212,0.000092626,0.0002437967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002530259,0.00005474293,0.00002824362,0.0001935592,0.0001836017,0.00890338,0.00005683825,1.057758e-8,0.0000201371,0.00320482,0.001100215,0.9862291],"study_design_scores_gemma":[0.0008247638,0.0001350623,0.00008741538,0.0004342834,0.0008532541,0.001465587,0.000009496623,0.000001413007,0.00004219146,0.001647845,0.9941438,0.0003549307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001284062,0.0006864195,7.496381e-7,0.0004334619,0.0005656493,0.0007938492,0.00007231457,0.0001734772,0.99599],"genre_scores_gemma":[0.002776378,0.000136265,0.000995226,0.001710237,0.001304703,0.00002772031,0.000168038,0.0001320531,0.9927494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9930435,"threshold_uncertainty_score":0.9998727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029019662898297,"score_gpt":0.2764691113174998,"score_spread":0.2474494484192028,"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."}}