{"id":"W3082648160","doi":"10.1002/bjs.11836","title":"Conditional risk of diverticulitis after non-operative management.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Québec Science (Canada); Jewish General Hospital","funders":"","keywords":"Medicine; Diverticulitis; General surgery; MEDLINE; Intensive care medicine; Surgery","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":[0.0006322667,0.0002032176,0.0002544195,0.0003388137,0.0002249032,0.0004661059,0.0002980011,0.0002760974,0.001795913],"category_scores_gemma":[0.003833793,0.0001097422,0.0005256908,0.0004428416,0.0003136619,0.0003344593,0.000375942,0.0005288296,0.0001501929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004241216,"about_ca_system_score_gemma":0.0006177091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003063851,"about_ca_topic_score_gemma":0.003746654,"domain_scores_codex":[0.9995906,0.00007195791,0.00003316641,0.00009230851,0.00008501855,0.0001270731],"domain_scores_gemma":[0.9962614,0.0006653834,0.00223087,0.0002177459,0.0001749297,0.0004495911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001870217,0.00001402678,0.9956964,0.00002740897,0.00006694715,0.0002818279,0.00002781632,0.0002677748,0.0001984561,0.00005332028,0.0001059867,0.003072956],"study_design_scores_gemma":[0.000005999394,0.0001151209,0.9973041,0.000008377658,0.00004588741,0.001659107,0.00002058816,0.0004233661,0.00009027099,0.00008139804,0.0002396614,0.000006067578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977794,0.0008022612,0.0002548242,0.0000846746,0.000008737692,0.000007125297,0.0004927862,0.00001248617,0.0005576843],"genre_scores_gemma":[0.99938,0.00009917406,0.00005082789,0.00001380921,0.00001149778,0.000002773908,0.0003673825,0.000001850647,0.00007266115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003063851,"threshold_uncertainty_score":0.006092072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312569152374508,"score_gpt":0.2187548958950944,"score_spread":0.2056292043713494,"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."}}