{"id":"W3164015829","doi":"10.1016/j.fertnstert.2021.03.050","title":"Vasectomy reversal vs. sperm retrieval with in vitro fertilization: a contemporary, comparative analysis","year":2021,"lang":"en","type":"review","venue":"Fertility and Sterility","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vasectomy; Vasectomy reversal; Fertility; Infertility; Medicine; Gynecology; In vitro fertilisation; Obstetrics; Vasovasostomy; Population; Pregnancy; Family planning; 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":[0.004107444,0.0007916836,0.004964489,0.003245652,0.0002587978,0.001562716,0.001153494,0.00103387,0.004316763],"category_scores_gemma":[0.007800396,0.0004044269,0.003763484,0.005757432,0.0006317092,0.001159341,0.0006756635,0.0009202566,0.0003029405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009922335,"about_ca_system_score_gemma":0.002224723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002834273,"about_ca_topic_score_gemma":0.007767721,"domain_scores_codex":[0.9984012,0.0005145608,0.0005080807,0.0002359658,0.0002731782,0.00006696724],"domain_scores_gemma":[0.9943251,0.004668668,0.00067834,0.0000662693,0.0002043045,0.00005727844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004336312,0.0001631615,0.005316196,0.5169742,0.02509002,0.000231905,0.0002403873,0.0002385019,0.0005147133,0.001267213,0.002468457,0.4431589],"study_design_scores_gemma":[0.004055366,0.003673677,0.0772424,0.4509607,0.3569855,0.003922004,0.001833063,0.0004640731,0.0007458708,0.002281987,0.09764552,0.0001897595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00076776,0.9990125,0.00002073448,0.00003963509,0.00001894691,0.000008905534,0.00003185176,4.446189e-7,0.00009915839],"genre_scores_gemma":[0.009045211,0.9905264,0.0001171727,0.0001501962,0.00004750304,0.00001587166,0.00005804562,0.000001457075,0.00003816649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004964489,"threshold_uncertainty_score":0.0217225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3002615747967531,"score_gpt":0.4937284606610504,"score_spread":0.1934668858642972,"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."}}