{"id":"W4307022904","doi":"10.53350/pjmhs22168706","title":"Surgery for Simple Anal Fistula under Local Anesthesia","year":2022,"lang":"en","type":"article","venue":"","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Surgery; Lidocaine; Anesthesia; Visual analogue scale; Local anesthesia; Local anesthetic; Anesthetic; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003377406,0.0003593024,0.0004648354,0.0004405189,0.0004859487,0.0003314445,0.0001625348,0.0003135695,0.005272239],"category_scores_gemma":[0.0008175034,0.0001201145,0.0006216757,0.0002933205,0.0004011897,0.0005393758,0.0004211802,0.0005249725,0.0007174658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134994,"about_ca_system_score_gemma":0.0005053309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001445383,"about_ca_topic_score_gemma":0.0003455634,"domain_scores_codex":[0.9997708,0.00003945985,0.00002786783,0.00003463699,0.00002942849,0.00009780277],"domain_scores_gemma":[0.9994568,0.0001293854,0.0001884803,0.00003830152,0.00003068956,0.0001562767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01264533,0.005711788,0.3467323,0.004572081,0.0006732291,0.1531203,0.002144205,0.001174867,0.07756946,0.0009043603,0.008447508,0.3863047],"study_design_scores_gemma":[0.001387009,0.05922342,0.387898,0.0006214527,0.0004648674,0.5151482,0.001568693,0.001233355,0.01154323,0.0008321152,0.01994434,0.0001352563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871962,0.004608142,0.002013062,0.0004765603,0.0002260585,0.0001598427,0.0000985314,0.0001023262,0.005119184],"genre_scores_gemma":[0.994369,0.001943932,0.001394392,0.000345316,0.0002269786,0.0001006181,0.0001362687,0.000008975345,0.001474498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005272239,"threshold_uncertainty_score":0.01763737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981905447937914,"score_gpt":0.294298992786268,"score_spread":0.2644799383068889,"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."}}