{"id":"W4381619880","doi":"10.1093/humrep/dead093.227","title":"O-186 The implementation of a novel algorithm for monitoring ovulation in an IVF mixed protocol may simplify stimulation monitoring","year":2023,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre","funders":"","keywords":"Gonadotropin; Medicine; In vitro fertilisation; Ovulation; Protocol (science); Medical prescription; Ovulation induction; Retrospective cohort study; Gynecology; Internal medicine; Pregnancy; Hormone; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009985394,0.0002513113,0.0004593922,0.0005128256,0.0003376046,0.001003489,0.0005260134,0.0003405133,0.01006995],"category_scores_gemma":[0.01674992,0.0001361695,0.0006294505,0.0005626334,0.0002639241,0.0006220402,0.0005641005,0.0003238947,0.001396811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000812177,"about_ca_system_score_gemma":0.00215183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008524423,"about_ca_topic_score_gemma":0.00195761,"domain_scores_codex":[0.9922711,0.005348359,0.001276859,0.0003451071,0.0006198039,0.0001387764],"domain_scores_gemma":[0.9909711,0.004203869,0.002347666,0.001129929,0.0009357768,0.0004116919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01423211,0.001507047,0.2394189,0.001912856,0.0002846604,0.0003378193,0.000319358,0.001555994,0.003989795,0.00227782,0.0186464,0.7155172],"study_design_scores_gemma":[0.01544256,0.02463405,0.6903326,0.004106563,0.001385908,0.003205656,0.001339674,0.03573336,0.01518157,0.008033691,0.2004008,0.000203611],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7459966,0.007023032,0.1319658,0.01016619,0.002247709,0.03464642,0.004733109,0.001162954,0.06205821],"genre_scores_gemma":[0.8498186,0.001565455,0.1250442,0.002824013,0.0008204513,0.01327486,0.001532952,0.00009559395,0.005023837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01006995,"threshold_uncertainty_score":0.0528084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115725278090063,"score_gpt":0.4327233593622631,"score_spread":0.3211508315532567,"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."}}