{"id":"W2509922303","doi":"10.1016/j.fertnstert.2016.07.870","title":"Microsurgical Testicular Sperm Extraction (MicroTESE) sperm retrieval rate (SRR) post Testicular Sperm Aspiration (TESA)","year":2016,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Sperm Retrieval; Testicular sperm extraction; Sperm; Azoospermia; Medicine; Gynecology; Andrology; Infertility; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005720652,0.0001983767,0.000429322,0.0005145646,0.0003118339,0.0003706038,0.0002387884,0.0001780247,0.005966242],"category_scores_gemma":[0.0013375,0.0000909983,0.0004356389,0.0005663435,0.0001605766,0.0002618176,0.0002196872,0.0003987614,0.001102025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268685,"about_ca_system_score_gemma":0.0006428239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009947162,"about_ca_topic_score_gemma":0.001870832,"domain_scores_codex":[0.9995146,0.00005592296,0.00007899784,0.00009941129,0.0002015288,0.00004966458],"domain_scores_gemma":[0.9990777,0.000241431,0.0003262403,0.0001216939,0.0001565146,0.00007645195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00334633,0.0004047126,0.2767972,0.0007589411,0.000335152,0.001794995,0.0002891633,0.001164813,0.08882535,0.001027433,0.005460039,0.6197958],"study_design_scores_gemma":[0.00006422213,0.004401896,0.9128504,0.00008141272,0.0002704637,0.01222643,0.0001608262,0.001691183,0.05469664,0.0002963369,0.0131963,0.00006387288],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591487,0.008348969,0.01592179,0.0005574136,0.0002591495,0.0001813826,0.001781082,0.0006985535,0.01310302],"genre_scores_gemma":[0.9874116,0.001444507,0.005406395,0.0001456955,0.0001510821,0.00005402266,0.0006016433,0.00006565381,0.004719465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005966242,"threshold_uncertainty_score":0.01995909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087795368390132,"score_gpt":0.2666148336916142,"score_spread":0.2457368800077128,"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."}}