{"id":"W3121609057","doi":"10.1097/grh.0000000000000012","title":"Reproductive surgery in the 21st century","year":2018,"lang":"en","type":"article","venue":"Global Reproductive Health","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Infertility; Assisted reproductive technology; Fecundity; Reproductive endocrinology and infertility; In vitro fertilisation; Pregnancy rate; Laparoscopy; Medicine; Reproductive medicine; Reproductive technology; Pregnancy; Obstetrics; Reproduction; Gynecology; General surgery; Population; Biology","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":[0.001298201,0.0001631581,0.000373662,0.00006461611,0.0002327414,0.00001530974,0.00009259251,0.00005899156,0.0001306378],"category_scores_gemma":[0.001664854,0.000100882,0.00009936265,0.0008791626,0.0002981835,0.0000860823,0.00004323105,0.0001928116,0.0002356855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005550299,"about_ca_system_score_gemma":0.0003869828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000709539,"about_ca_topic_score_gemma":0.0001281098,"domain_scores_codex":[0.9976739,0.0003016407,0.0003460029,0.000913201,0.0002970938,0.0004682045],"domain_scores_gemma":[0.9983978,0.0001140332,0.0001423309,0.000983899,0.0002370031,0.0001248991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004252788,0.003507028,0.8035745,0.00009802886,0.000188996,0.0002307948,0.001915107,7.1736e-7,0.00002988391,0.03232406,0.02627249,0.1314331],"study_design_scores_gemma":[0.0003917885,0.0007046981,0.9672498,0.00003819606,0.00001981032,0.0001230807,0.001725949,4.289974e-7,0.00005361338,0.003817458,0.02578885,0.00008630267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273786,0.001815935,0.000007141692,0.03428554,0.0006896238,0.001236839,0.00006068078,0.00007381776,0.03445183],"genre_scores_gemma":[0.9954376,0.0002286377,0.0002881163,0.003222633,0.0005724639,0.0000683186,0.0000591534,0.000007643433,0.0001154816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1636753,"threshold_uncertainty_score":0.4113849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04981287376709156,"score_gpt":0.3565596771927065,"score_spread":0.306746803425615,"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."}}