{"id":"W4206787067","doi":"10.1001/jamasurg.2021.6901","title":"Appendicoliths, Antibiotic Treatment Failure, and Appendectomy—Is the Glass Half Full or Half Empty?","year":2022,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; General surgery; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006677299,0.0007405512,0.0006348505,0.001404485,0.003536241,0.001758024,0.0006869687,0.01019299,0.01569693],"category_scores_gemma":[0.00773317,0.0005913912,0.0009591727,0.001386098,0.001457199,0.002823573,0.0008870968,0.00870882,0.003476022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003266376,"about_ca_system_score_gemma":0.002448279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007719242,"about_ca_topic_score_gemma":0.01393761,"domain_scores_codex":[0.9990376,0.0002008637,0.0001507237,0.000122382,0.0002222901,0.0002660586],"domain_scores_gemma":[0.9978266,0.0008461609,0.0003520844,0.00006314916,0.0002310488,0.0006809724],"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":[0.0002480254,0.0003978587,0.06115617,0.0001478202,0.00007083172,0.4505261,0.0006416679,0.0005248675,0.0004459175,0.004548382,0.4614791,0.01981317],"study_design_scores_gemma":[0.0003631599,0.0003329931,0.05414612,0.001605581,0.0001074232,0.7975664,0.003302995,0.003137139,0.0004253607,0.01512383,0.1237773,0.000111826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05093867,0.005564994,0.0006174478,0.8237599,0.01282018,0.0001460599,0.0003247873,0.0001546429,0.1056734],"genre_scores_gemma":[0.5387211,0.01056462,0.001782826,0.3127209,0.08842672,0.0001525761,0.0004037078,0.000137227,0.04709044],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01569693,"threshold_uncertainty_score":0.05251151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397945516624493,"score_gpt":0.2662533920346453,"score_spread":0.2322739368684004,"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."}}