{"id":"W4309671673","doi":"10.26685/urncst.434","title":"Examining Effects of Metformin on Live Birth Rate in PCOS-Induced Mice: A Research Protocol","year":2022,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Metformin; Pregnancy; Polycystic ovary; Anovulation; Live birth; Pregnancy rate; Medicine; Infertility; Ovulation induction; Hyperandrogenism; Ovulation; Luteinizing hormone; Gynecology; Endocrinology; Internal medicine; Obstetrics; Insulin resistance; Diabetes mellitus; Hormone; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003515468,0.002740564,0.002267238,0.002394373,0.001586349,0.0010243,0.002208313,0.003287978,0.01289003],"category_scores_gemma":[0.001356318,0.001033615,0.002308006,0.001232492,0.001468308,0.0008601738,0.001148649,0.004762219,0.003954859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014838,"about_ca_system_score_gemma":0.002321701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008770943,"about_ca_topic_score_gemma":0.001832306,"domain_scores_codex":[0.9968148,0.0006041211,0.0005093662,0.0008532751,0.0007014875,0.0005169387],"domain_scores_gemma":[0.9964088,0.0004282899,0.000779879,0.0007484483,0.0008425952,0.0007920003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03008518,0.02152594,0.00233358,0.002468059,0.0001941449,0.001024645,0.0006115232,0.001170734,0.9049075,0.002965218,0.006166608,0.02654686],"study_design_scores_gemma":[0.008292763,0.1144157,0.01154229,0.0008037643,0.001256613,0.001416121,0.0005730609,0.003886824,0.758787,0.001923504,0.09668516,0.0004172596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.7484189,0.009704842,0.08798225,0.002522691,0.003941089,0.0884845,0.03163122,0.004499045,0.02281548],"genre_scores_gemma":[0.3310912,0.01370098,0.176638,0.00336714,0.0006353054,0.3592344,0.02896744,0.001095164,0.08527043],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01289003,"threshold_uncertainty_score":0.04312146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127451728357347,"score_gpt":0.4668336170004783,"score_spread":0.3393818886431313,"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."}}