{"id":"W3004240860","doi":"10.1186/s12958-019-0559-7","title":"Transvaginal ovarian drilling followed by controlled ovarian stimulation from the next day improves ovarian response for the poor responders with polycystic ovary syndrome during IVF treatment: a pilot study","year":2020,"lang":"en","type":"article","venue":"Reproductive Biology and Endocrinology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Chinese Medical Association; Shanghai Jiao Tong University; Shanghai Municipal Education Commission; National Natural Science Foundation of China","keywords":"Polycystic ovary; Ovulation induction; Follicular phase; Gonadotropin; Medicine; Ovary; Ovulation; Internal medicine; Anti-Müllerian hormone; Endocrinology; Ovarian hyperstimulation syndrome; Pregnancy; Hormone; In vitro fertilisation; Biology; Insulin resistance; Insulin","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":[0.000435231,0.0002559427,0.0004625516,0.0001523998,0.000157126,0.0001557057,0.0001813228,0.000201482,0.001423344],"category_scores_gemma":[0.0007051273,0.0001010367,0.0003933378,0.00009764247,0.0002446448,0.0001283217,0.0001657681,0.0004213704,0.0001099022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116765,"about_ca_system_score_gemma":0.0002243907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004011772,"about_ca_topic_score_gemma":0.000680819,"domain_scores_codex":[0.9998599,0.00006893209,0.00001306083,0.00001620677,0.00002103674,0.00002084138],"domain_scores_gemma":[0.999676,0.000105285,0.00007378926,0.00002800842,0.00001887542,0.00009814291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2868862,0.04723676,0.2402776,0.001359773,0.0009554939,0.002199712,0.001190591,0.001130254,0.2002388,0.0001253758,0.001128079,0.2172714],"study_design_scores_gemma":[0.02188235,0.5114934,0.4446984,0.00008123455,0.000568301,0.00219346,0.0008105618,0.001628971,0.014406,0.00009534306,0.002106874,0.0000349949],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995926,0.0002057144,0.00004773209,0.0000195577,0.000005251819,0.00005253029,0.00001471387,0.000002558376,0.00005936435],"genre_scores_gemma":[0.9992385,0.0001836962,0.0002583052,0.00003931867,0.00001664054,0.00007397676,0.00006115461,0.000001672139,0.000126697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001423344,"threshold_uncertainty_score":0.004761636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695962239709519,"score_gpt":0.2791342099017657,"score_spread":0.2421745875046706,"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."}}