{"id":"W2548290049","doi":"10.1093/humrep/dew276","title":"Use of testicular sperm for ICSI in oligozoospermic couples: how far should we go?","year":2016,"lang":"en","type":"review","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sperm; Sperm Retrieval; Intracytoplasmic sperm injection; Andrology; Testicular sperm extraction; Male infertility; Infertility; Semen; Gynecology; Pregnancy; Medicine; Biology; Obstetrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066549,0.0006231991,0.00173954,0.00225145,0.0003045259,0.0009072688,0.001032034,0.0012245,0.002342003],"category_scores_gemma":[0.001635705,0.0002292207,0.0006150608,0.001937044,0.000789641,0.001530611,0.0005234328,0.001729898,0.0008169736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005808488,"about_ca_system_score_gemma":0.001228462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00235966,"about_ca_topic_score_gemma":0.00402024,"domain_scores_codex":[0.9997137,0.00007878334,0.00006736448,0.00004228808,0.00007938436,0.00001847038],"domain_scores_gemma":[0.9991872,0.0005198806,0.000111074,0.00001558945,0.0001347675,0.00003151193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008024756,0.00003150167,0.0004104036,0.02135558,0.0001332232,0.0003894135,0.00007611371,0.0001978039,0.0003399038,0.001355228,0.01798617,0.9576444],"study_design_scores_gemma":[0.00007627767,0.0002447874,0.004476122,0.03230547,0.0006266588,0.01003673,0.0003936263,0.000167557,0.0005584707,0.002872008,0.9481837,0.00005864559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004247583,0.9994336,0.0000220066,0.0003243106,0.00005078406,0.00000105242,0.000003917383,0.000001336942,0.0001205809],"genre_scores_gemma":[0.0004164782,0.9991853,0.00005546705,0.0001783237,0.00008773438,0.000001930474,0.000008473542,5.605444e-7,0.0000657092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00235966,"threshold_uncertainty_score":0.007834852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2345282825302379,"score_gpt":0.3741591644043049,"score_spread":0.1396308818740669,"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."}}