{"id":"W3093356027","doi":"10.1016/j.fertnstert.2020.08.292","title":"EVALUATION OF SERUM 17-HYDROXYPROGESTERONE AS PREDICTOR OF SEMEN PARAMETER IMPROVEMENT IN MEN UNDERGOING MEDICAL TREATMENT FOR INFERTILITY","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Semen quality; Semen; Infertility; Medicine; Testosterone (patch); Artificial insemination; Semen analysis; Sperm; Andrology; Gynecology; Obstetrics; Internal medicine; Pregnancy; 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":[0.000398099,0.0002274264,0.0004961005,0.0007730471,0.0003308408,0.0003745831,0.000169446,0.0004317554,0.0008146499],"category_scores_gemma":[0.002045664,0.0001321672,0.0002991075,0.0006022269,0.0002518772,0.0002092748,0.0001436441,0.0004698567,0.0000887869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131923,"about_ca_system_score_gemma":0.0004012285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553746,"about_ca_topic_score_gemma":0.001672859,"domain_scores_codex":[0.9998208,0.00006933465,0.00001914008,0.00002211114,0.00003958485,0.00002909427],"domain_scores_gemma":[0.9992005,0.0003301972,0.0002223972,0.00002309372,0.00006889753,0.00015499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001306997,0.000168193,0.9920322,0.00002591278,0.0000541394,0.0002029834,0.00009887393,0.00008914016,0.001017643,0.00001999903,0.00004757734,0.004936478],"study_design_scores_gemma":[0.00002924668,0.002092181,0.9959102,0.0000090195,0.000082983,0.0004778399,0.0001822178,0.0004254406,0.0005521192,0.00002143278,0.0002113056,0.000005958791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983651,0.0009335197,0.00007447971,0.00004917722,0.00001463047,0.00001273078,0.00007864645,0.000005389343,0.0004663249],"genre_scores_gemma":[0.9995126,0.000167558,0.00008316031,0.00002599275,0.00001416321,0.000004613239,0.00006093812,6.399191e-7,0.0001303179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001553746,"threshold_uncertainty_score":0.003089488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08343330371444448,"score_gpt":0.3413642024957073,"score_spread":0.2579308987812629,"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."}}