{"id":"W6889015290","doi":"10.25384/sage.25904558","title":"sj-docx-1-caj-10.1177_08465371241252793 – Supplemental material for Reproducibility of MRI Diagnosis of Female Genital Anomalies","year":2024,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproducibility; Female circumcision; Sex organ; Magnetic resonance imaging","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002903963,0.0002537866,0.0006664591,0.0002460739,0.0000869331,0.0000970834,0.000523573,0.0001119121,0.02652387],"category_scores_gemma":[0.001541165,0.0002214801,0.0002150256,0.0003209184,0.0001944114,0.0005993865,0.0005550035,0.0001813131,0.00002959156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007047308,"about_ca_system_score_gemma":0.0001951283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009144127,"about_ca_topic_score_gemma":0.00003338958,"domain_scores_codex":[0.9966863,0.00009929782,0.001221834,0.001068214,0.0005564554,0.0003678828],"domain_scores_gemma":[0.9962382,0.000358324,0.0003313121,0.002680147,0.0002507446,0.0001413225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002444234,0.001904302,0.4675461,0.00771511,0.002241258,0.0003609883,0.004506622,0.000015578,0.2354382,0.0000606875,0.1883063,0.08946058],"study_design_scores_gemma":[0.003042446,0.002264975,0.103506,0.004328555,0.001892727,0.0005906349,0.002769371,0.0008830908,0.8145963,0.0008680827,0.06460097,0.0006568309],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309465,0.01536532,0.0002805567,0.001846791,0.0009241005,0.001118797,0.04912581,0.0000814588,0.0003106576],"genre_scores_gemma":[0.9827491,0.0008851149,0.009859413,0.00003433653,0.001024066,0.00004975867,0.004338375,0.00006011496,0.0009997297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5791581,"threshold_uncertainty_score":0.974366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07950269984819067,"score_gpt":0.3721538439408282,"score_spread":0.2926511440926375,"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."}}