{"id":"W4403592727","doi":"10.1016/j.fertnstert.2024.07.837","title":"A PROSPECTIVE OBSERVATIONAL TRIAL OF AN EPIGENETIC SPERM QUALITY TEST (\"SPERMQT\") TO PREDICT SUCCESS RATES OF INTRAUTERINE INSEMINATION TREATMENT: PRELIMINARY RESULTS","year":2024,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Decipher Biosciences (Canada)","funders":"","keywords":"Intrauterine insemination; Observational study; Sperm quality; Medicine; Gynecology; Test (biology); Sperm; Insemination; Obstetrics; Andrology; Infertility; Biology; Pregnancy; Internal medicine; Genetics","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":[0.004472805,0.002011316,0.002456902,0.0003457493,0.0008584956,0.0011023,0.00118625,0.002125053,0.003233662],"category_scores_gemma":[0.008760427,0.0007760245,0.002468875,0.0007399046,0.001765137,0.001426382,0.0009513344,0.002975474,0.0005273464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006856658,"about_ca_system_score_gemma":0.001778619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00292779,"about_ca_topic_score_gemma":0.002631497,"domain_scores_codex":[0.997193,0.001780008,0.0001492112,0.0005211053,0.0001645834,0.0001920644],"domain_scores_gemma":[0.9907399,0.004327211,0.0019867,0.001180822,0.000395723,0.001369647],"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":[0.8424835,0.01513651,0.1274556,0.0002618966,0.003408335,0.00005473122,0.0001515211,0.0005610236,0.001098292,0.0001089254,0.0003929138,0.008886699],"study_design_scores_gemma":[0.4396668,0.3023915,0.2451568,0.0001033458,0.005602186,0.000204195,0.0002552604,0.003917239,0.001185949,0.0005762967,0.0008355946,0.0001047771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981493,0.0005363265,0.0002437855,0.0001719877,0.00007749123,0.0002314712,0.0003551079,0.00001365458,0.0002209619],"genre_scores_gemma":[0.9966862,0.0003660803,0.0007571299,0.0002605855,0.0001720011,0.0004051687,0.0009615583,0.000008797958,0.0003825674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004472805,"threshold_uncertainty_score":0.02365476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08580714024623375,"score_gpt":0.391695747926462,"score_spread":0.3058886076802282,"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."}}