{"id":"W2404087899","doi":"10.1503/cjs.015315","title":"Operative or nonoperative management of Hinchey III purulent acute diverticulitis?","year":2016,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diverticulitis; General surgery; Surgery","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":[0.001310759,0.000368794,0.0009144773,0.0007500041,0.001560128,0.001972093,0.00120674,0.01700883,0.002897685],"category_scores_gemma":[0.01471302,0.0003430549,0.0007151537,0.0007292563,0.00246328,0.002970832,0.0009086555,0.01295841,0.001698517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003254928,"about_ca_system_score_gemma":0.002541981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002709256,"about_ca_topic_score_gemma":0.00700281,"domain_scores_codex":[0.9987466,0.0003879297,0.0002186432,0.0001235915,0.0002656728,0.000257608],"domain_scores_gemma":[0.9962464,0.001711271,0.0004809368,0.00009831438,0.0005754465,0.0008876304],"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":[0.000542766,0.000287285,0.0208375,0.0007255355,0.00009182293,0.1267083,0.000796908,0.0004005985,0.001146813,0.007108476,0.7385545,0.1027997],"study_design_scores_gemma":[0.0006067122,0.0006621463,0.02054868,0.00548599,0.0001598656,0.2738246,0.004137337,0.001428249,0.001292034,0.03691113,0.6546441,0.0002990753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00573105,0.01456382,0.0002114875,0.9621909,0.01288935,0.00001026905,0.00003068968,0.00001723889,0.004355326],"genre_scores_gemma":[0.1076682,0.01891789,0.0008243005,0.6520733,0.215669,0.00004342617,0.0000784185,0.0000289124,0.004696603],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01700883,"threshold_uncertainty_score":0.02361631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611625102117899,"score_gpt":0.2793737419603642,"score_spread":0.2332574909391852,"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."}}