{"id":"W4308910960","doi":"10.31083/j.ceog4911250","title":"A Comparison of Triple and Double Sperm Washing for Density Gradient Preparation in Intrauterine Insemination Cycles when Overnight Incubation of Specimens Occurred: A Retrospective Cohort","year":2022,"lang":"en","type":"article","venue":"Clinical and Experimental Obstetrics & Gynecology","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sperm; Medicine; Unexplained infertility; Sperm washing; Insemination; Semen; Andrology; Infertility; Artificial insemination; Intrauterine insemination; Pregnancy rate; Gynecology; Live birth; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006025293,0.00009820561,0.0005923309,0.0002108696,0.00008715209,0.000004448813,0.0000491534,0.0001098574,0.00001777361],"category_scores_gemma":[0.001689171,0.00009466897,0.0000498708,0.0002216989,0.0002331162,0.00007305385,0.0001634928,0.0002189174,1.61082e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339517,"about_ca_system_score_gemma":0.00004460334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004570012,"about_ca_topic_score_gemma":0.00002261192,"domain_scores_codex":[0.998488,0.00007645678,0.0007567427,0.0003740755,0.0001585747,0.0001461166],"domain_scores_gemma":[0.998711,0.0006238248,0.0003607264,0.0001530302,0.00009795495,0.00005349084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001624211,0.001387051,0.9841775,0.00008412177,0.00002806292,0.000002580421,0.001732388,0.00000501198,0.004713245,0.003087641,0.0002332325,0.00292495],"study_design_scores_gemma":[0.00533393,0.006157271,0.9420306,0.0000151589,0.00004298746,0.00001115526,0.002133258,0.001510279,0.03919442,0.002534965,0.0009312642,0.0001047139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963979,0.001350184,0.00007106637,0.0001808671,0.0005648371,0.00124001,0.00001815402,0.0000185731,0.0001584595],"genre_scores_gemma":[0.9986403,0.0001975525,0.0008827682,0.00003565029,0.00002742153,0.000126881,0.00005877834,0.000006616088,0.0000240157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04214691,"threshold_uncertainty_score":0.3860489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06768084419607073,"score_gpt":0.4202196753428584,"score_spread":0.3525388311467876,"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."}}