{"id":"W4254172924","doi":"10.1177/000313481207800921","title":"Chain Appendicitis","year":2012,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Appendicitis; Medicine; General 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":[],"consensus_categories":[],"category_scores_codex":[0.0004213173,0.0001118963,0.0002688981,0.00006376915,0.00008415711,0.000009240752,0.00009098303,0.00001190097,0.0005999706],"category_scores_gemma":[0.00003728169,0.00007120491,0.00009500634,0.0002528063,0.0002170406,0.00004748361,0.00007018239,0.0001056293,0.0006454094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004091148,"about_ca_system_score_gemma":0.00001170993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008548659,"about_ca_topic_score_gemma":0.000008258407,"domain_scores_codex":[0.9990158,0.0000599974,0.0001451152,0.0001208372,0.000236695,0.0004215186],"domain_scores_gemma":[0.9992591,0.0001000584,0.0001175649,0.0003509252,0.00001510581,0.0001572856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001287518,0.0004103026,0.5091918,0.00002838754,0.0001816874,0.0000469586,0.0006901675,0.0000016876,0.0007489804,0.00885029,0.1243121,0.3554089],"study_design_scores_gemma":[0.000235984,0.0001374418,0.6539859,0.00002695986,0.00007947446,0.00005205646,0.0008067692,0.00001374321,0.0004658239,0.00003636394,0.3440531,0.000106432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960517,0.0005865592,0.000306461,0.005636802,0.0002002068,0.0003213121,0.000003666978,0.00009417685,0.03233379],"genre_scores_gemma":[0.9911086,0.0004255038,0.0001130707,0.00666839,0.0003159994,0.00004255666,0.00001364127,0.00002227641,0.001289945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3553025,"threshold_uncertainty_score":0.8295647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855129212313433,"score_gpt":0.2851029779598815,"score_spread":0.2665516858367472,"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."}}