{"id":"W3152254591","doi":"10.1111/and.13935","title":"Observational retrospective study of Intracytoplasmic sperm injection outcomes of 117 infertile men with severe short tail sperm defect","year":2021,"lang":"en","type":"article","venue":"Andrologia","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Intracytoplasmic sperm injection; Sperm; Andrology; Male infertility; Infertility; In vitro fertilisation; Human fertilization; Sperm washing; Insemination; Medicine; Unexplained infertility; Semen; Gynecology; Biology; Pregnancy; Anatomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001438644,0.0001410712,0.0004364502,0.00008113949,0.00004594605,0.00000649135,0.00004291301,0.00009651528,0.0002599122],"category_scores_gemma":[0.000312804,0.0001040177,0.00008862151,0.0003412461,0.00005988278,0.00009597962,0.00003549712,0.0001760043,0.000005101479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007523827,"about_ca_system_score_gemma":0.0001358772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001469926,"about_ca_topic_score_gemma":0.0002377134,"domain_scores_codex":[0.99892,0.00004939926,0.0002917191,0.0002723823,0.0003296793,0.0001368141],"domain_scores_gemma":[0.9990996,0.00007758561,0.0001018832,0.000268635,0.0004085066,0.00004376441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004245167,0.0008197219,0.9932587,0.00003059641,0.0004131885,0.00007396519,0.0004169552,0.0001403619,0.003846129,0.0001037142,0.0001826202,0.0002895921],"study_design_scores_gemma":[0.002007935,0.00330746,0.9878436,0.00002818499,0.0003764783,0.0002745639,0.0009889919,0.0001883764,0.004770117,0.00009943282,0.00001379963,0.0001010659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959434,0.00004631623,0.00007402058,0.00008702548,0.00009294374,0.0003658411,0.000008843197,0.00003816148,0.003343507],"genre_scores_gemma":[0.9992232,0.000009543801,0.0002112841,0.00009753204,0.00004933376,0.0000172485,0.00006356282,0.00001343522,0.0003147979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005415045,"threshold_uncertainty_score":0.4241719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769536424874084,"score_gpt":0.2697667594830178,"score_spread":0.242071395234277,"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."}}