{"id":"W4299904284","doi":"10.3410/f.742280638.793594755","title":"Faculty Opinions recommendation of Azoospermic Men with a History of Cryptorchidism Treated by Orchiopexy Have Favorable Outcomes after Testicular Sperm Extraction: A Systematic Review and Meta-Analysis.","year":2022,"lang":"en","type":"review","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Orchiopexy; Testicular sperm extraction; Meta-analysis; Medicine; Sperm Retrieval; Gynecology; Urology; Infertility; Azoospermia; Internal medicine; Biology; Surgery","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":[0.005043189,0.0006068511,0.003398941,0.002784835,0.0005851857,0.001943585,0.001352669,0.00228578,0.040187],"category_scores_gemma":[0.0307094,0.0004870999,0.005505573,0.003013509,0.0003513557,0.001594147,0.0006702352,0.001793655,0.00326676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008704048,"about_ca_system_score_gemma":0.005049881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009141652,"about_ca_topic_score_gemma":0.02012567,"domain_scores_codex":[0.9963688,0.001220253,0.001114985,0.0002436037,0.0009028646,0.0001496109],"domain_scores_gemma":[0.9870269,0.004074746,0.00359442,0.0002898815,0.004469004,0.0005452223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003794292,0.0001229335,0.01324823,0.459104,0.0359771,0.0002636822,0.0002150956,0.00007735069,0.001462811,0.0006688216,0.1981476,0.286918],"study_design_scores_gemma":[0.0162004,0.001145156,0.07231737,0.3049456,0.2195956,0.0009344482,0.0005648988,0.00038557,0.00153658,0.003152482,0.3789816,0.0002402308],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0088612,0.8908278,0.001182426,0.04582413,0.01070212,0.002575708,0.02423163,0.000145032,0.01565],"genre_scores_gemma":[0.1135838,0.81524,0.00597866,0.03127204,0.009437119,0.002129708,0.01091161,0.0001066628,0.01134044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.040187,"threshold_uncertainty_score":0.1344389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06040709525965553,"score_gpt":0.3694979623509429,"score_spread":0.3090908670912874,"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."}}