{"id":"W3093393846","doi":"10.1016/j.fertnstert.2020.08.1114","title":"ASSESSING SPERM RETRIEVAL AND PREGNANCY OUTCOMES IN RE-DO MTESE PROCEDURES AMONG MEN WITH NOA","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sperm Retrieval; Sperm; Medicine; Logistic regression; Gynecology; Pregnancy; Pregnancy rate; Testicular sperm extraction; Male infertility; Intracytoplasmic sperm injection; Andrology; Infertility; Biology; Internal medicine","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":[0.0006860237,0.0002156416,0.0003347496,0.0006608407,0.0006465588,0.0008370664,0.0004054329,0.0005805232,0.002064598],"category_scores_gemma":[0.004219471,0.0002271321,0.0008217613,0.0005869998,0.000372434,0.000818803,0.0006274969,0.0008476941,0.0002420643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004943473,"about_ca_system_score_gemma":0.0006836578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008622645,"about_ca_topic_score_gemma":0.01598186,"domain_scores_codex":[0.9996228,0.00007308264,0.0000443004,0.0000692853,0.00007889543,0.0001115596],"domain_scores_gemma":[0.9987555,0.0003103585,0.0005507023,0.00006685741,0.000110474,0.0002062183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001264492,0.0001138173,0.9973943,0.00001098039,0.0000484866,0.00006340705,0.0001028527,0.0000183544,0.00006896332,0.00002043853,0.0000418696,0.001990051],"study_design_scores_gemma":[0.00001417732,0.0004193977,0.997108,0.00003092032,0.0001098296,0.0004378601,0.001150849,0.0002253788,0.0001015398,0.00006100362,0.0003335353,0.000007376227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991068,0.0002778789,0.00003971152,0.00006017703,0.000007513006,0.000009083908,0.00009280674,0.000001191963,0.0004047588],"genre_scores_gemma":[0.9992724,0.0001623319,0.00005531467,0.00005825997,0.00001051324,0.000006154444,0.0001346224,0.000001028622,0.0002994683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008622645,"threshold_uncertainty_score":0.01714492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05564147239861456,"score_gpt":0.3289982232496551,"score_spread":0.2733567508510405,"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."}}