{"id":"W4398193659","doi":"10.1097/ogx.0000000000001279","title":"Medical Management of Ovarian Endometriomas","year":2024,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Gynecology; Ovarian reserve; General surgery; Infertility; Pregnancy","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001561009,0.0002388529,0.000697692,0.0007348715,0.00005680212,0.00004684034,0.0002750723,0.0002994166,0.007215377],"category_scores_gemma":[0.03221288,0.0001476835,0.0003367167,0.005345487,0.0002031486,0.0000550042,0.0002725405,0.0005126619,0.0006219827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035299,"about_ca_system_score_gemma":0.0001579254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009968353,"about_ca_topic_score_gemma":0.00001091284,"domain_scores_codex":[0.9959134,0.0004487872,0.0006208944,0.0005851961,0.00180688,0.0006248005],"domain_scores_gemma":[0.9740043,0.02453204,0.00004596872,0.0003748793,0.0001638819,0.0008789847],"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":[0.0006561381,0.004308963,0.1446241,0.0007841394,0.002141924,0.01940575,0.00002271793,0.000001402535,0.0001265884,0.01333239,0.00455434,0.8100415],"study_design_scores_gemma":[0.003386032,0.002110292,0.9517998,0.0001955546,0.0001299782,0.00008839589,0.00002342065,0.0002403472,0.000389573,0.0002270985,0.04121318,0.0001963204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7876105,0.06216938,0.003360604,0.004454489,0.002438616,0.004059677,0.0002574714,0.0009546322,0.1346946],"genre_scores_gemma":[0.9931372,0.00280893,0.001801667,0.0001284408,0.00005352264,0.00008628913,0.0001021334,0.00002328204,0.001858577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8098453,"threshold_uncertainty_score":0.9936922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05572040505239177,"score_gpt":0.3548485367656271,"score_spread":0.2991281317132353,"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."}}