{"id":"W3011776478","doi":"10.1007/s10151-020-02182-0","title":"TAMIS repair of rectovaginal fistula","year":2020,"lang":"en","type":"article","venue":"Techniques in Coloproctology","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Medicine; Rectovaginal fistula; Colorectal surgery; Abdominal surgery; Rectal fistula; General surgery; Surgery; Fistula","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":[],"consensus_categories":[],"category_scores_codex":[0.00005802622,0.0001099429,0.0003962639,0.00007909943,0.00001295052,0.000001128095,0.00007049746,0.0001136198,0.0002456645],"category_scores_gemma":[0.0001551529,0.00009044475,0.00009995046,0.0002247544,0.000126609,0.00002302156,0.00004990819,0.0001300424,0.000008964147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004925847,"about_ca_system_score_gemma":0.00007472802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004679416,"about_ca_topic_score_gemma":0.00001143756,"domain_scores_codex":[0.999238,0.00003057078,0.0002608657,0.0002194839,0.00009117999,0.0001598894],"domain_scores_gemma":[0.9996036,0.00004373151,0.00006308354,0.0001555897,0.00004900142,0.00008499882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009223,0.0003080582,0.9809217,0.0002394656,0.00007111258,0.0005753909,0.0002766695,1.313004e-7,0.003652821,0.00226523,0.004102685,0.006664373],"study_design_scores_gemma":[0.002151381,0.004819636,0.8709998,0.0001640188,0.000211199,0.0001784923,0.0001218654,0.0001690808,0.07464563,0.001544643,0.04469043,0.000303826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640418,0.0003783462,0.0003242822,0.003168881,0.00003458915,0.0007685376,0.00001076572,0.0007073579,0.0305654],"genre_scores_gemma":[0.9848667,0.00006387781,0.01256397,0.002119885,0.00002793366,0.00006445222,0.00001311443,0.00001309997,0.000266907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.109922,"threshold_uncertainty_score":0.368823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812616078191463,"score_gpt":0.3302705996555048,"score_spread":0.3021444388735902,"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."}}