{"id":"W4414472764","doi":"10.1002/ijgo.70546","title":"Gynecologic surgery for benign disease: Preserving reproductive potential","year":2025,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Infertility; Hydrosalpinx; Fertility preservation; Ovarian reserve; Polycystic ovary; Pregnancy; Reproductive technology; Ovulation induction; Reproductive medicine","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":[0.001007626,0.0003123423,0.0004289082,0.001143127,0.0005100904,0.0006956735,0.0003539542,0.0007342086,0.004756744],"category_scores_gemma":[0.003005051,0.00008636811,0.0005630294,0.0005839054,0.0005774216,0.0005005026,0.0006866179,0.001731493,0.001870962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004959466,"about_ca_system_score_gemma":0.001759921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216399,"about_ca_topic_score_gemma":0.004913711,"domain_scores_codex":[0.999514,0.0001054634,0.00006091096,0.00003760016,0.0002320002,0.0000501342],"domain_scores_gemma":[0.9991467,0.0002935269,0.0001317297,0.00005996711,0.0002449655,0.0001231132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001032742,0.00006880063,0.007671217,0.003463163,0.0001130909,0.001786365,0.0002508268,0.0003145107,0.003521607,0.005907582,0.1166734,0.8601263],"study_design_scores_gemma":[0.00006189237,0.000221845,0.02288943,0.00402036,0.0001687522,0.0199351,0.0002932305,0.0001789834,0.001153285,0.006570796,0.9444629,0.00004346059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01582976,0.7775245,0.01056123,0.08549925,0.00942523,0.000241954,0.0007362018,0.0004226974,0.09975926],"genre_scores_gemma":[0.1477816,0.7364936,0.03138838,0.04225355,0.01422753,0.0003142946,0.001927647,0.0001780475,0.02543526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004756744,"threshold_uncertainty_score":0.01591289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713050186100415,"score_gpt":0.3440445387008115,"score_spread":0.3169140368398074,"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."}}