{"id":"W2333539707","doi":"10.1542/gr.31-4-44","title":"US Versus Canada in Pediatric Appendicitis Outcomes: Who Wins?","year":2014,"lang":"en","type":"article","venue":"AAP Grand Rounds","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; General surgery; Appendicitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002371386,0.0002134518,0.0004777914,0.0001799779,0.00009930248,0.00003180295,0.0001425194,0.0001082209,0.0002058615],"category_scores_gemma":[0.00009604652,0.0001757096,0.00009015943,0.0002928298,0.00003266897,0.00008321073,0.00006894596,0.0002589956,0.0000459435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382789,"about_ca_system_score_gemma":0.0001512609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2634238,"about_ca_topic_score_gemma":0.6132678,"domain_scores_codex":[0.9983976,0.00004293312,0.0003376855,0.0003320528,0.0004501293,0.0004396315],"domain_scores_gemma":[0.9991923,0.0001643535,0.00008058846,0.0003387866,0.0000296287,0.0001943173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001326642,0.0001366002,0.9290296,0.0001104511,0.00006589098,0.0002019009,0.00009641253,0.0000185873,0.000001644053,0.001740408,0.06240506,0.006060816],"study_design_scores_gemma":[0.007074005,0.0002708053,0.8143053,0.00004662115,0.0001447003,0.0000069353,0.00007490209,0.00008081017,0.000007505437,0.0000787308,0.1777061,0.0002035874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400034,0.0004030341,0.0001200287,0.002965453,0.001130309,0.0004213898,0.000008957979,0.00004594886,0.05490149],"genre_scores_gemma":[0.9941751,0.0005684506,0.00005442586,0.00291394,0.0003013788,0.0000430358,0.00005182619,0.00002873023,0.001863056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3498439,"threshold_uncertainty_score":0.7414811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223185101316599,"score_gpt":0.2509124671188092,"score_spread":0.2386806161056432,"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."}}