{"id":"W4249749043","doi":"10.7759/cureus.8051","title":"Acute Appendicitis: Clinical Clues and Conundrums Related to the Greatest Misses","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority","funders":"","keywords":"Medicine; Appendicitis; Acute appendicitis; Intensive care 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":[0.00019319,0.000144036,0.0003231962,0.00001920963,0.00009887626,0.00004163808,0.000142802,0.00007776892,0.0003970763],"category_scores_gemma":[0.0002360434,0.00009441684,0.00008040988,0.0001413401,0.000112056,0.00005085026,0.0001747369,0.0001962931,0.0004849524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001634471,"about_ca_system_score_gemma":0.00002228584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004190445,"about_ca_topic_score_gemma":0.00001938573,"domain_scores_codex":[0.9988561,0.0000480792,0.0003459203,0.0003467651,0.000181811,0.0002212942],"domain_scores_gemma":[0.9991669,0.0001171836,0.00006610589,0.0002571839,0.00003687965,0.0003557524],"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":[0.0003505486,0.0003601424,0.1800819,0.0001201002,0.001392022,0.001357931,0.003221674,0.000005469358,0.0003165588,0.01086153,0.7499306,0.05200151],"study_design_scores_gemma":[0.002455805,0.002222303,0.2027695,0.0002010546,0.0008023308,0.0001449252,0.00108807,0.0002200761,0.0003287453,0.0003915,0.7890987,0.0002770236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8277197,0.003878771,0.000182692,0.1499479,0.0004011461,0.001311606,0.00003209806,0.0002068535,0.01631926],"genre_scores_gemma":[0.9702834,0.002614915,0.0003051964,0.02581409,0.0002273002,0.00003481533,0.00003142637,0.00002507839,0.0006637456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425637,"threshold_uncertainty_score":0.6233243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05256739413380789,"score_gpt":0.3655997255170785,"score_spread":0.3130323313832706,"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."}}