{"id":"W6938999789","doi":"10.60692/hp4nv-7x905","title":"Anorectal emergencies: WSES-AAST guidelines","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Variety (cybernetics); MEDLINE; Complaint; Evidence-based medicine; Anal canal; Anorectal anomalies","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001739535,0.000147591,0.00027586,0.0001211995,0.0001052201,0.00006616856,0.0000585655,0.00008534046,0.0002578479],"category_scores_gemma":[0.00009761778,0.0001132863,0.0001259446,0.0002456811,0.00002941991,0.0004369208,0.00003803055,0.00007719378,0.001296274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006007307,"about_ca_system_score_gemma":0.0001094241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004763625,"about_ca_topic_score_gemma":2.111067e-7,"domain_scores_codex":[0.9986435,0.0000253294,0.0007013626,0.0001174455,0.000315873,0.0001964427],"domain_scores_gemma":[0.9986888,0.000003679889,0.0001496261,0.0002941031,0.0007540001,0.0001097717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001017921,0.00002252499,0.7349024,0.004729794,0.0006049096,0.0002348924,0.2016688,0.00006972635,0.0003358657,0.001715772,0.04390596,0.01079144],"study_design_scores_gemma":[0.007619932,0.0007534925,0.3566519,0.002601943,0.0006089942,0.004956561,0.4242683,0.005778336,0.06740588,0.000005767272,0.1279702,0.001378674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535276,0.00003217146,0.005572006,0.0004200499,0.0007986615,0.0002324309,0.00006898519,0.000234363,0.03911367],"genre_scores_gemma":[0.9956232,7.723066e-7,0.001293981,0.0006375623,0.0002768941,0.00002309039,0.00005131446,0.000009467556,0.002083723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3782504,"threshold_uncertainty_score":0.9994813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08585145366437794,"score_gpt":0.283263733508925,"score_spread":0.197412279844547,"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."}}