{"id":"W3015739053","doi":"10.1111/andr.12795","title":"Use of mini‐incision microdissection testicular sperm extraction in men with cryptozoospermia and non‐obstructive azoospermia","year":2020,"lang":"en","type":"article","venue":"Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Testicular sperm extraction; Microdissection; Medicine; Azoospermia; Sperm Retrieval; Sperm; Surgery; Dissection (medical); Intracytoplasmic sperm injection; Infertility; Andrology; Biology; Pregnancy","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":[0.00006831774,0.0001504837,0.0003366528,0.0001142993,0.00003654359,0.000009698263,0.00002603266,0.000163531,0.0000777524],"category_scores_gemma":[0.000213205,0.0001215239,0.00003695762,0.0002561741,0.0001219917,0.0001790496,0.0000222378,0.0002059642,0.00001003719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003878707,"about_ca_system_score_gemma":0.00004622096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002490536,"about_ca_topic_score_gemma":0.0000521916,"domain_scores_codex":[0.9990687,0.00003726044,0.0002461701,0.0003454387,0.0001322775,0.0001700875],"domain_scores_gemma":[0.9994357,0.0001064846,0.0001002936,0.0001404477,0.0001038105,0.0001133119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002164684,0.0001304579,0.6797653,0.00007632305,0.00006209702,0.0003265949,0.0006929688,0.00008875239,0.3121447,0.00007362975,0.0002073954,0.004267054],"study_design_scores_gemma":[0.002380929,0.001899947,0.966622,0.00006309143,0.0001749659,0.001050829,0.0001992871,0.005261824,0.02160488,0.0000567003,0.0005462696,0.0001393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997358,0.0001235282,0.0009618154,0.0006724449,0.00006544946,0.000349771,0.00000295354,0.00002845666,0.0004375784],"genre_scores_gemma":[0.9974805,0.00007315265,0.001932725,0.0003186806,0.0001025673,0.000009400268,0.00002641893,0.00001877378,0.00003783614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2905398,"threshold_uncertainty_score":0.4955602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952167666303632,"score_gpt":0.2508557071932891,"score_spread":0.2313340305302528,"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."}}