{"id":"W1983071165","doi":"10.1093/humrep/17.3.543","title":"Laparoscopic salpingectomy for women with hydrosalpinges enhances the success of IVF: a Cochrane review","year":2002,"lang":"en","type":"review","venue":"Human Reproduction","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Salpingectomy; Medicine; Gynecology; Obstetrics; Laparoscopy; General surgery; Pregnancy; Biology; Ectopic 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":[],"consensus_categories":[],"category_scores_codex":[0.0004377619,0.0003268057,0.001886587,0.0001032297,0.0002183988,0.00001780534,0.0001456673,0.0001221073,0.0003890792],"category_scores_gemma":[0.0002122685,0.0001663361,0.0002379781,0.0003553533,0.0001901999,0.00004828357,0.00002601818,0.0002215601,0.00001978793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147184,"about_ca_system_score_gemma":0.00007154055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007743421,"about_ca_topic_score_gemma":0.000008339842,"domain_scores_codex":[0.9980873,0.0001117888,0.0005988306,0.0006946278,0.0002463386,0.0002610834],"domain_scores_gemma":[0.9980448,0.0001266902,0.0006586537,0.0009123406,0.0001985101,0.00005893439],"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":[0.00002937675,0.0007963805,0.00005375678,0.3356895,0.001267404,0.00001511761,0.0001198186,3.021344e-7,0.00002444491,0.0002654082,0.001336902,0.6604016],"study_design_scores_gemma":[0.0007599921,0.001798335,0.0003648101,0.07952198,0.003484308,0.00009037119,0.00001813176,1.819273e-7,0.00007255976,0.0001340872,0.9135178,0.0002374928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00450017,0.9906158,0.000003485202,0.0002020093,0.0001365087,0.003775637,0.00002474318,0.00006103604,0.0006806049],"genre_scores_gemma":[0.003362467,0.989702,0.00007707792,0.00004428808,0.0002112593,0.002776501,0.0002150731,0.00003943461,0.003571933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9121808,"threshold_uncertainty_score":0.6782988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07511728673420003,"score_gpt":0.3880437642158049,"score_spread":0.3129264774816049,"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."}}