{"id":"W4288735690","doi":"10.14740/jocmr4750","title":"Making Emergency Surgical Decisions Without any Imaging Evidence: A Case Report of Complicated Diverticular Phlegmon","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Phlegmon; Diverticulitis; Abscess; Abdomen; Surgery; Iliac fossa; Cholecystitis; Radiology; Emergency department; Diverticulosis; Diverticular disease; General surgery; Gallbladder","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005243316,0.002208558,0.001181485,0.001967659,0.003957412,0.002467128,0.001218681,0.005011275,0.002478471],"category_scores_gemma":[0.006138706,0.001442937,0.001204885,0.001690013,0.001948409,0.002919886,0.002251263,0.00492153,0.0007583968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544407,"about_ca_system_score_gemma":0.001597487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003126625,"about_ca_topic_score_gemma":0.004835934,"domain_scores_codex":[0.998832,0.0002248366,0.0001439104,0.0001981028,0.0001388815,0.0004621949],"domain_scores_gemma":[0.9975278,0.0006499215,0.00056507,0.0001778319,0.0001693899,0.0009101147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002211504,0.00004736015,0.0061502,0.00002241353,0.00000778152,0.992162,0.0002696101,0.00004697102,0.0001062081,0.0001179206,0.0003763228,0.0006711725],"study_design_scores_gemma":[0.00001089795,0.00004037278,0.002714323,0.00003553624,0.00001092124,0.995761,0.0003855955,0.0001891917,0.000091897,0.0001911061,0.0005586189,0.00001057584],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576451,0.008915432,0.00392579,0.01276546,0.0007587253,0.0002752251,0.0002039921,0.0001270191,0.01538328],"genre_scores_gemma":[0.9903183,0.003278332,0.001346921,0.002487323,0.001234286,0.00003875428,0.00009072585,0.0000305578,0.001174714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005011275,"threshold_uncertainty_score":0.01120549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.562136630820393,"score_gpt":0.6248561612085396,"score_spread":0.0627195303881466,"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."}}