{"id":"W4377024559","doi":"10.20944/preprints202305.1157.v1","title":"Evaluation of Anal Sphincter With High Resolution Anorectal Manometry and 3D Reconstruction in Patients With Anorectal Malformation","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Congenital gastrointestinal and neural anomalies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Anorectal manometry; Medicine; Sphincter; High resolution manometry; Anal sphincter; Internal anal sphincter; External anal sphincter; Anal canal; Fecal incontinence; High resolution; Surgery; Radiology; Defecation; Rectum","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002554844,0.0003075419,0.0003298831,0.0008276109,0.0002071018,0.0003765171,0.0001454614,0.0003828817,0.001234757],"category_scores_gemma":[0.001457596,0.0001489246,0.0002717227,0.0004731319,0.0002606125,0.0003366781,0.0004170495,0.0003218493,0.0001785908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763753,"about_ca_system_score_gemma":0.0001976656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000760705,"about_ca_topic_score_gemma":0.0009428069,"domain_scores_codex":[0.9998114,0.00005702622,0.00002915519,0.00003586577,0.00003228613,0.0000342989],"domain_scores_gemma":[0.9995865,0.0001059323,0.0001457044,0.000022365,0.00003531862,0.0001042266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002340593,0.00005832507,0.9903121,0.00002930613,0.00002035847,0.002132963,0.0001513738,0.0001207017,0.001223229,0.00001318618,0.00008254669,0.005621905],"study_design_scores_gemma":[0.000008351434,0.0004521719,0.9902515,0.00001444385,0.00002528113,0.00782147,0.0002602667,0.0004388667,0.0005430041,0.00002428864,0.0001526042,0.000007573497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992416,0.0002670477,0.0001309522,0.00003516718,0.000003339475,0.000006937882,0.00008038148,0.000005963861,0.0002287441],"genre_scores_gemma":[0.9992512,0.0001442542,0.0003605394,0.00001716823,0.000006865927,0.000007124342,0.00009146009,0.000001895054,0.0001194183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001234757,"threshold_uncertainty_score":0.004130721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08567489912817278,"score_gpt":0.2954147603389329,"score_spread":0.2097398612107601,"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."}}