{"id":"W4230478191","doi":"10.1007/bf02237237","title":"Invited editorial","year":2000,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Colorectal surgery; Surgical oncology; General surgery; Rectum; Gynecology; Abdominal surgery; 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":[0.0000482023,0.00007613059,0.0001626093,0.00002723795,0.00004940145,0.00000679822,0.0001290469,0.00003719344,0.0008686699],"category_scores_gemma":[0.0001030014,0.00005053842,0.0001481135,0.0001287329,0.00006805675,0.00002455279,0.00004682068,0.0000640185,0.00004130797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003269275,"about_ca_system_score_gemma":0.00002082558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005761004,"about_ca_topic_score_gemma":0.00000478265,"domain_scores_codex":[0.9993005,0.00003290733,0.0001379907,0.0001244553,0.0002767938,0.0001273813],"domain_scores_gemma":[0.9994947,0.00004279722,0.00004948591,0.0002931261,0.0000364774,0.00008345566],"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":[0.000355229,0.0003475174,0.0181965,0.00004796815,0.00006117916,0.000006691681,0.00003498879,0.00001105856,0.0001543389,0.00007818505,0.9705656,0.01014079],"study_design_scores_gemma":[0.001426629,0.0002784128,0.3095779,0.0001728132,0.0003606542,0.000001887181,0.00003228364,0.00003049005,0.001183315,0.0004201764,0.6864215,0.00009397345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797646,0.0005679594,0.000001385107,0.00783571,0.007974218,0.0005592199,0.00004002825,0.00004921981,0.003207704],"genre_scores_gemma":[0.991521,0.0001524374,0.00001323065,0.002747611,0.004818756,0.000039864,0.00001865379,0.00001167636,0.0006767866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2913813,"threshold_uncertainty_score":0.9511327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004955082593913592,"score_gpt":0.2372395286541711,"score_spread":0.2322844460602575,"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."}}