{"id":"W2586612834","doi":"10.1111/andr.12317","title":"Testicular sperm aspiration (<scp>TESA</scp>) for infertile couples with severe or complete asthenozoospermia","year":2017,"lang":"en","type":"article","venue":"Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Asthenozoospermia; Pregnancy rate; Gynecology; Sperm; Male infertility; Andrology; Intracytoplasmic sperm injection; Infertility; Embryo transfer; Sperm motility; Unexplained infertility; Medicine; Pregnancy; Obstetrics; 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":[0.000131979,0.0001884501,0.0003583296,0.00006188371,0.0003850124,0.00005558233,0.0001148726,0.0001669318,0.0001262699],"category_scores_gemma":[0.001102187,0.0001279481,0.00007072102,0.00004812772,0.0001908897,0.0001294428,0.00003531688,0.0001337728,0.00008732187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002955925,"about_ca_system_score_gemma":0.0001265047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006950297,"about_ca_topic_score_gemma":0.0001809287,"domain_scores_codex":[0.998986,0.00001607041,0.0001962595,0.0003298317,0.0001507457,0.0003210852],"domain_scores_gemma":[0.9987075,0.0002652348,0.0001610928,0.0005276692,0.0002169081,0.0001215923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002112583,0.000639104,0.9302579,0.0003737889,0.0005945903,0.0007860644,0.0004852472,0.000255139,0.03191845,0.003995702,0.01047219,0.01810925],"study_design_scores_gemma":[0.009253851,0.009516707,0.8281543,0.000126583,0.0007203329,0.003087891,0.000103297,0.01088378,0.002217977,0.0009292061,0.1347932,0.0002127925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895558,0.000172277,0.004519432,0.0007115947,0.0002705816,0.0007809616,0.00002519444,0.0001000125,0.003864128],"genre_scores_gemma":[0.9947197,0.00001832397,0.001820056,0.001230156,0.000419812,0.00008370398,0.0001639382,0.00003619425,0.001508154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.124321,"threshold_uncertainty_score":0.5217572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04388995787247899,"score_gpt":0.2834447967454006,"score_spread":0.2395548388729216,"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."}}