{"id":"W2806441894","doi":"10.1177/1925362118781612","title":"The Adult Pancreas in Trauma and Disease","year":2018,"lang":"en","type":"review","venue":"Academic Forensic Pathology","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Forensic pathology; Medicine; Pancreas; Disease; Pathology; Medical emergency; Intensive care medicine; Autopsy; Internal medicine","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":[0.0004940171,0.000395626,0.00150584,0.0001529158,0.0001116534,0.000007862993,0.0002137404,0.0007682795,0.00001114804],"category_scores_gemma":[0.001396043,0.0002269156,0.0002483596,0.0001963864,0.001501738,0.00004612207,0.0001157384,0.0014391,0.0000925255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006517642,"about_ca_system_score_gemma":0.0002747088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066033,"about_ca_topic_score_gemma":0.0000131299,"domain_scores_codex":[0.9978202,0.0002517014,0.0007376107,0.0005268993,0.0001602832,0.0005033324],"domain_scores_gemma":[0.9984425,0.0004756094,0.0002554735,0.0004606725,0.00006237205,0.0003033887],"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":[0.0001370408,0.0000109512,0.0003323812,0.002579369,0.00004117081,0.0003664203,0.0001070733,1.141102e-9,2.220341e-7,0.003096821,0.00673764,0.9865909],"study_design_scores_gemma":[0.0004935799,0.0002227034,0.001537903,0.007876749,0.001016946,0.001655568,0.00006281271,0.000002613746,8.300315e-7,0.0039169,0.982974,0.0002393897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003996883,0.9930948,0.000003011375,0.0008357029,0.0003623181,0.0007588071,0.00003141059,0.00003655618,0.0008804994],"genre_scores_gemma":[0.0004171595,0.9969735,0.0001041447,0.0008186811,0.000659297,0.000159105,0.00005116143,0.00005086778,0.0007661392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9863515,"threshold_uncertainty_score":0.925335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0452365342354552,"score_gpt":0.3617406868575982,"score_spread":0.316504152622143,"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."}}