{"id":"W4285309933","doi":"10.1007/978-3-030-81736-7_5","title":"Pictures with FGM/C","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Labia majora; Labia minora; Medicine; Dermatology; Vulva","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":[0.00005327646,0.0002584716,0.000357568,0.000146229,0.00007007743,0.00001300213,0.00008240972,0.0001423182,0.04310168],"category_scores_gemma":[0.00001740453,0.0001879985,0.00009530081,0.00002321761,0.00006897037,0.00002903057,0.000074565,0.0004296348,0.0003642766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008322876,"about_ca_system_score_gemma":0.0001057975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002230676,"about_ca_topic_score_gemma":0.00002098927,"domain_scores_codex":[0.9988533,0.000004611217,0.0001928576,0.0003210685,0.0004780305,0.0001500955],"domain_scores_gemma":[0.999273,0.00004533336,0.00009397218,0.0004224074,0.00007349835,0.00009178083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001159146,0.0001250694,0.002808404,0.0008785495,0.001576207,0.002279114,0.001330751,0.00005299337,0.0001911177,0.8527624,0.1180137,0.01882259],"study_design_scores_gemma":[0.0004099508,0.0005780373,0.0005605916,0.0001213969,0.0002684277,0.0002395327,0.00003681181,0.000007644767,0.00009590532,0.001801539,0.9956228,0.0002573766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003031075,0.0007050014,0.00002309342,0.0007832297,0.0001247335,0.0003946774,0.0000139174,0.0002265075,0.9974257],"genre_scores_gemma":[0.02439811,0.00003104819,0.002322837,0.0009089634,0.0003242974,0.00001266056,0.0001845929,0.00009964582,0.9717178],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8776091,"threshold_uncertainty_score":0.957773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127198036480473,"score_gpt":0.2496158415397503,"score_spread":0.2283438611749455,"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."}}