{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005499752,0.0004358976,0.0008325481,0.0001221897,0.0007452017,0.0000468191,0.0001740806,0.0001203517,0.00007473622],"category_scores_gemma":[0.001003312,0.0002410702,0.0001289758,0.0003035302,0.0005049558,0.0001270322,0.00004603187,0.0003539847,0.000007491167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008442738,"about_ca_system_score_gemma":0.0002049903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006593993,"about_ca_topic_score_gemma":0.00005773826,"domain_scores_codex":[0.9964633,0.001069115,0.0004852372,0.001273651,0.0001259054,0.0005827674],"domain_scores_gemma":[0.9968755,0.002006305,0.0002079216,0.0006507697,0.0001042887,0.0001551957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7215652,0.001162441,0.02660283,0.00002188138,0.00533752,0.0002242682,0.006686232,0.00009539367,0.235006,0.0008077707,0.00018447,0.002305946],"study_design_scores_gemma":[0.1088245,0.05105965,0.8142675,0.00003205235,0.003500255,0.0008312398,0.0114248,0.001263465,0.001323207,0.0005288823,0.006297207,0.0006472027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258996,0.001956925,0.006854999,0.06011013,0.0003982359,0.00448272,0.0000829299,0.0001510786,0.00006337959],"genre_scores_gemma":[0.9969662,0.00009442599,0.0002593715,0.00127217,0.0003693058,0.0005248594,0.00009583678,0.00004763271,0.0003702015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7876647,"threshold_uncertainty_score":0.9830557,"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."}}