{"id":"W2060849657","doi":"10.1016/j.urology.2014.08.032","title":"Testicular Sperm Aspiration for Nonazoospermic Men: Sperm Retrieval and Intracytoplasmic Sperm Injection Outcomes","year":2014,"lang":"en","type":"article","venue":"Urology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Intracytoplasmic sperm injection; Medicine; Sperm Retrieval; Sperm; Gynecology; Male infertility; Oligospermia; Pregnancy; Testicular sperm extraction; Pregnancy rate; Infertility; Andrology; 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":[0.0003602973,0.0002454499,0.0004332039,0.000189413,0.0001391201,0.00002733393,0.00005745551,0.0002866394,0.000156938],"category_scores_gemma":[0.001573977,0.0002106798,0.0001100112,0.0001552385,0.0001340048,0.0001116536,0.00003308909,0.0002346503,0.00008728605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007894934,"about_ca_system_score_gemma":0.00005809415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002598831,"about_ca_topic_score_gemma":0.00001901364,"domain_scores_codex":[0.9985698,0.0000556793,0.0003459771,0.0004901616,0.0001925244,0.0003458398],"domain_scores_gemma":[0.998924,0.0003506121,0.0001134029,0.0003109039,0.0001553977,0.000145755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005340157,0.000992757,0.6782775,0.0004654614,0.0005639305,0.0001348666,0.000848549,0.0007492898,0.2383519,0.01312725,0.003661436,0.05748693],"study_design_scores_gemma":[0.0147072,0.01468531,0.7868219,0.00004381024,0.001625186,0.004126783,0.0001396208,0.1238223,0.01280374,0.006196665,0.03413701,0.0008904783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799246,0.0001576269,0.01378579,0.002250895,0.0007871515,0.0007742532,0.000006740005,0.0001586849,0.002154251],"genre_scores_gemma":[0.9956188,0.00001810804,0.0008013462,0.00214367,0.0007220487,0.00002398918,0.0001061293,0.00004234408,0.0005235224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2255482,"threshold_uncertainty_score":0.8591275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113436918792071,"score_gpt":0.2518258081805724,"score_spread":0.2404821163013653,"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."}}