{"id":"W4226348878","doi":"10.31083/j.ceog4903078","title":"A patient and physician friendly stimulation protocol using long acting FSH and progestin priming should be the future of IVF","year":2022,"lang":"en","type":"article","venue":"Clinical and Experimental Obstetrics & Gynecology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Ovarian hyperstimulation syndrome; Ovulation; In vitro fertilisation; Ovulation induction; Follicular phase; Gonadotropin; Infertility; Gynecology; Hormone; Pregnancy; Internal medicine; 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":[0.000842373,0.0002352751,0.0003366882,0.0001680886,0.0005349863,0.0004075492,0.0003530269,0.0008627973,0.01034283],"category_scores_gemma":[0.00205893,0.00008671553,0.000294929,0.0001058853,0.0003361749,0.0005449968,0.0002920278,0.001003756,0.001793287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112711,"about_ca_system_score_gemma":0.001081171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004648886,"about_ca_topic_score_gemma":0.001062144,"domain_scores_codex":[0.9996014,0.000192193,0.00003992166,0.00004788196,0.00008329827,0.00003535143],"domain_scores_gemma":[0.9995431,0.0001620133,0.00007353282,0.00005240695,0.00006922284,0.00009975582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003729005,0.002103321,0.0260821,0.002361925,0.0001055618,0.005647031,0.0005754305,0.001059328,0.03579951,0.004592456,0.05479845,0.8631459],"study_design_scores_gemma":[0.003079687,0.01389537,0.1641512,0.003542505,0.0004894999,0.05418906,0.002371146,0.004886019,0.0467539,0.02528675,0.6810161,0.0003387447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3770357,0.1146981,0.1247323,0.1332715,0.01531633,0.00655381,0.001477764,0.004009045,0.2229055],"genre_scores_gemma":[0.840661,0.01777464,0.08655369,0.0216281,0.00564004,0.001741271,0.0006876796,0.0001686485,0.02514499],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01034283,"threshold_uncertainty_score":0.03460026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06908604942870314,"score_gpt":0.383445447398274,"score_spread":0.3143593979695708,"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."}}