{"id":"W4295998146","doi":"10.5281/zenodo.7084929","title":"Dr David Gerber - Leading Labiaplasty Surgeon","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005991026,0.0007291909,0.0003625284,0.00120361,0.00124752,0.001304724,0.0005865669,0.001481162,0.06558336],"category_scores_gemma":[0.004395386,0.0002925603,0.0003763232,0.0004458646,0.0006222889,0.001010665,0.001021554,0.002472817,0.01986745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630263,"about_ca_system_score_gemma":0.002542789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005198975,"about_ca_topic_score_gemma":0.01040002,"domain_scores_codex":[0.9993912,0.00006633195,0.00003421348,0.0001167174,0.0002620424,0.0001294082],"domain_scores_gemma":[0.9972106,0.0001821603,0.0001488601,0.00008488062,0.0008305004,0.001543107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002281937,0.00002021448,0.002903936,0.0001059497,0.00001146152,0.001406589,0.00006020041,0.0001135866,0.0003838868,0.0008670345,0.9010186,0.09308581],"study_design_scores_gemma":[0.00001760038,0.00006262376,0.005167585,0.0005133194,0.00001511431,0.02437185,0.0002982284,0.0002840485,0.0004981639,0.0008799416,0.9678625,0.00002895441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01782572,0.1361625,0.008615345,0.2249449,0.1760015,0.0001969401,0.0008988115,0.002229738,0.4331246],"genre_scores_gemma":[0.1411932,0.1008049,0.007618812,0.09877925,0.06134244,0.0001542284,0.00109582,0.0007341947,0.5882772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9344167,"threshold_uncertainty_score":0.2193981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0477700548299441,"score_gpt":0.2763838968817973,"score_spread":0.2286138420518532,"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."}}