{"id":"W3107469534","doi":"10.1016/j.fertnstert.2020.09.158","title":"Individualized ovarian stimulation for in vitro fertilization: a multicenter, open label, exploratory study with a mixed protocol of follitropin delta and highly purified human menopausal gonadotropin","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Ottawa Fertility Centre; University of British Columbia; Centre Hospitalier de l’Université de Montréal; McGill University; CReATe Fertility Centre; Clinique Paro Excellence","funders":"EMD Serono; Ferring Pharmaceuticals","keywords":"Gonadotropin; Menotropins; In vitro fertilisation; Medicine; Follicle-stimulating hormone; Pregnancy rate; Regimen; Internal medicine; Ovarian hyperstimulation syndrome; Gonadotropin-releasing hormone agonist; Gynecology; Endocrinology; Andrology; Gonadotropin-releasing hormone; Pregnancy; Luteinizing hormone; Ovulation induction; Biology; Ovulation; Hormone","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":[0.0004150194,0.0002109848,0.0005637158,0.00007022268,0.0001253444,0.00007058059,0.0001046848,0.00008911939,0.00003538539],"category_scores_gemma":[0.0001757736,0.0001780264,0.0000193167,0.0002389717,0.0001127511,0.0002782284,0.0001400415,0.0001212131,3.89954e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003737025,"about_ca_system_score_gemma":0.0001134317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002040588,"about_ca_topic_score_gemma":0.0006247233,"domain_scores_codex":[0.9981211,0.0003124705,0.0005971188,0.000557483,0.0002171862,0.0001945771],"domain_scores_gemma":[0.9991559,0.00005552527,0.0001539832,0.0002839191,0.0001591762,0.0001914984],"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":[0.727432,0.005767014,0.2162421,0.002156255,0.0002378995,0.0000105451,0.009389571,0.000005156426,0.03422871,0.00005626908,0.00003786815,0.004436616],"study_design_scores_gemma":[0.05027792,0.005104497,0.9387509,0.00006013679,0.0001039105,5.661884e-7,0.001647703,0.001885107,0.00154442,0.0001074552,0.000353347,0.000164083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323717,0.00001568228,0.001725943,0.000512623,0.00002186383,0.06517743,0.00008278433,0.00003856224,0.00005336168],"genre_scores_gemma":[0.9824008,3.844457e-7,0.002077201,0.0003029641,0.00001236987,0.01504939,0.0001268265,0.00001674143,0.00001330104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7225087,"threshold_uncertainty_score":0.7259706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09076856100118773,"score_gpt":0.3455783327779423,"score_spread":0.2548097717767545,"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."}}