{"id":"W1972823443","doi":"10.1383/surg.23.6.199.66553","title":"Acute abdomen: investigations","year":2005,"lang":"en","type":"article","venue":"Surgery (Oxford)","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Physical examination; Abdomen; Medical history; Vital signs; Intensive care medicine; Acute abdomen; Laparotomy; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002063119,0.0001332525,0.0002840312,0.0001752533,0.00009439876,0.00002382917,0.00005732179,0.00005382397,0.001347003],"category_scores_gemma":[0.00005612136,0.0001192761,0.0001531907,0.0002257167,0.00006848913,0.0001413094,0.00004915493,0.0001082152,0.0003013294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000704479,"about_ca_system_score_gemma":0.00007703984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001083191,"about_ca_topic_score_gemma":0.00001479412,"domain_scores_codex":[0.9989327,0.00001799821,0.0002899384,0.0002192584,0.0002380262,0.0003020442],"domain_scores_gemma":[0.9992641,0.0001189857,0.00007304305,0.0002961345,0.00003922085,0.0002085542],"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":[0.00003691248,0.0003651581,0.1786332,0.00006586603,0.0003336706,0.0001682782,0.0001663899,0.00001528134,0.0004615608,0.009487175,0.710483,0.09978353],"study_design_scores_gemma":[0.0003309172,0.00003625024,0.04758117,0.0000806276,0.000127153,0.00003323714,0.00005670981,0.00006565322,0.001744353,0.0003059231,0.9494928,0.0001451947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023096,0.0004296666,0.0003043174,0.02996629,0.0004128437,0.0004547874,0.0000182048,0.0002315123,0.06587277],"genre_scores_gemma":[0.978723,0.001083011,0.001622349,0.01131835,0.0004606111,0.0001101579,0.00009140248,0.00003107306,0.006560054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2390098,"threshold_uncertainty_score":0.9995659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748101372241833,"score_gpt":0.2790750327857027,"score_spread":0.2515940190632844,"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."}}