{"id":"W1984622066","doi":"10.1001/jamasurg.2013.2517","title":"Outcomes of Pediatric Appendicitis","year":2013,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Appendicitis; General surgery; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006940161,0.0003224525,0.0002826942,0.0009978561,0.000366169,0.000628276,0.0003730637,0.0002565276,0.001221502],"category_scores_gemma":[0.006951543,0.00008750041,0.0002664761,0.00157293,0.0004314717,0.0005058019,0.0005063933,0.0005877799,0.0001288291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705792,"about_ca_system_score_gemma":0.002324269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04242843,"about_ca_topic_score_gemma":0.05016559,"domain_scores_codex":[0.9991025,0.0001273761,0.0001042262,0.000113162,0.0003992843,0.0001535881],"domain_scores_gemma":[0.9949356,0.0005033226,0.002989701,0.00008392759,0.000927178,0.0005602416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003477267,0.000008512782,0.9951472,0.00003972163,0.00002991252,0.00006706636,0.00003061609,0.00006464464,0.00002895115,0.00002662203,0.0003786533,0.004143396],"study_design_scores_gemma":[0.000003999548,0.00004488645,0.9985228,0.00004092836,0.00002476233,0.0006137688,0.0001025234,0.0001295456,0.00005751328,0.00005362755,0.0004021037,0.000003546714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865134,0.004987121,0.0003728488,0.0008532966,0.00004799269,0.00003765973,0.004559423,0.00002046048,0.002607723],"genre_scores_gemma":[0.9963956,0.0009828055,0.0001974506,0.00004283768,0.00003569926,0.000009762864,0.002259488,0.000002603136,0.00007362179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04242843,"threshold_uncertainty_score":0.08436292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354571830206915,"score_gpt":0.2582059546465589,"score_spread":0.2346602363444898,"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."}}