{"id":"W4406667157","doi":"10.1016/b978-0-323-05397-6.00016-x","title":"10.1016/b978-0-323-05397-6.00016-x","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pelvis; Abdomen; Radiology; Medicine; Ultrasound; Biopsy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001401428,0.0005385327,0.0008396297,0.0003446873,0.000077355,0.00004238727,0.0002585045,0.0003448078,0.9992592],"category_scores_gemma":[0.00001969851,0.0005158425,0.0003088797,0.0000502834,0.00007635733,0.00004723395,0.0001730401,0.0004018602,0.9978032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783744,"about_ca_system_score_gemma":0.00007222404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002535385,"about_ca_topic_score_gemma":5.337053e-7,"domain_scores_codex":[0.9978403,0.0000119928,0.0004749881,0.0006552811,0.0005698165,0.0004475922],"domain_scores_gemma":[0.9985274,0.00005268587,0.0001359293,0.0007989427,0.00007519605,0.0004098205],"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":[0.00008607568,0.00005341967,1.924601e-8,0.00004576626,0.0001536046,0.0001787872,0.000005091444,0.000001374569,0.000001198155,0.0002420836,0.5200728,0.4791598],"study_design_scores_gemma":[0.0007279839,0.0006401996,0.000009780483,0.0007883999,0.0005039138,0.0000397683,6.212775e-7,0.000006339173,0.00000934437,0.0001874695,0.9965768,0.0005093918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[8.92282e-7,0.0007031104,0.000001289226,0.001007791,0.000007570296,0.00117499,0.00008649392,0.0002331334,0.9967847],"genre_scores_gemma":[0.000002883748,0.00001702894,0.00009408134,0.0006484746,0.000726223,0.00006847658,0.0003745751,0.0001870914,0.9978812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4786505,"threshold_uncertainty_score":0.9997293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147384382802246,"score_gpt":0.1986005327866973,"score_spread":0.1871266889586748,"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."}}