{"id":"W4315572939","doi":"10.3390/medicina59010140","title":"Using Quantitative Hormonal Fertility Monitors to Evaluate the Luteal Phase: Proof of Concept Case Study","year":2023,"lang":"en","type":"article","venue":"Medicina","topic":"Ovarian function and disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Luteal phase; Fertility; Anovulation; Luteinizing hormone; Menstrual cycle; Estrogen; Ovulation; Hormone; Medicine; Gynecology; Physiology; Endocrinology; Population","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":[0.002751601,0.001176015,0.0006371424,0.001353253,0.0008489871,0.001610298,0.00168803,0.004158727,0.003204221],"category_scores_gemma":[0.00615387,0.0005201433,0.001135234,0.000357264,0.001857452,0.001630978,0.001297761,0.002184655,0.001369073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007652784,"about_ca_system_score_gemma":0.0008877778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008378788,"about_ca_topic_score_gemma":0.001337165,"domain_scores_codex":[0.9979995,0.0007608379,0.0001425881,0.0002714526,0.0006414888,0.0001840632],"domain_scores_gemma":[0.9971119,0.001451161,0.0003432043,0.000317303,0.0002476485,0.0005287902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001180745,0.004988663,0.03474003,0.001531601,0.0002631872,0.7820976,0.003388691,0.002378067,0.03945524,0.01053253,0.0124936,0.10695],"study_design_scores_gemma":[0.0001948265,0.002844932,0.004294574,0.0002056529,0.00008330343,0.9425574,0.001117368,0.004872959,0.01595024,0.001716562,0.0260767,0.00008541076],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7868869,0.0143173,0.1542431,0.01361576,0.001322624,0.002979388,0.0007994267,0.0009045203,0.02493092],"genre_scores_gemma":[0.869701,0.005079359,0.1115845,0.002801048,0.0005680589,0.0006776697,0.0003216284,0.000136451,0.009130308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004158727,"threshold_uncertainty_score":0.01455206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1661852548961885,"score_gpt":0.4455731548510707,"score_spread":0.2793878999548822,"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."}}