{"id":"W6965312673","doi":"10.26262/heal.auth.ir.316303","title":"Isolated pericolic air on CT imaging in the context of Hinchey Ia acute diverticulitis; to operate or not to operate? A systematic review","year":2020,"lang":"en","type":"article","venue":"Aristotle University of Thessaloniki","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diverticulitis; Context (archaeology); Percutaneous; Perforation; Population; Emergency department; Stage (stratigraphy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002424346,0.0001331503,0.0004843583,0.00001927082,0.0002590273,0.00001011748,0.0006535812,0.00002965744,0.0001047697],"category_scores_gemma":[0.0001576701,0.0000523216,0.0001047775,0.0004573357,0.00009932433,0.00007937637,0.0002905651,0.0001056551,0.0001374969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004267645,"about_ca_system_score_gemma":0.00001282612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664296,"about_ca_topic_score_gemma":0.001470472,"domain_scores_codex":[0.9990091,0.0002161345,0.0001892097,0.0002398806,0.0001610228,0.0001846434],"domain_scores_gemma":[0.9994435,0.0001914857,0.00009628943,0.00008878459,0.0000975881,0.00008236924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.02158108,0.005299214,0.1727352,0.06800231,0.003843899,0.006568486,0.3963669,0.0004690853,0.09052806,0.006948317,0.2175971,0.01006029],"study_design_scores_gemma":[0.003369526,0.00997712,0.6581076,0.03219036,0.002417497,0.00009771637,0.272787,0.0007761037,0.003492436,0.00003483491,0.01467598,0.002073812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571711,0.0002266206,0.000002492677,0.04140018,0.00002939317,0.0008507159,0.0001113219,0.00002065137,0.0001875389],"genre_scores_gemma":[0.9866602,0.00022313,0.00002278464,0.01294402,0.000006597272,0.000001354046,0.000008966073,7.021519e-7,0.0001322508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4853723,"threshold_uncertainty_score":0.2515928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131723815455991,"score_gpt":0.2214025153105642,"score_spread":0.2000852771560042,"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."}}