{"id":"W2094841126","doi":"10.1016/j.fertnstert.2005.07.015","title":"Should All Men With Vasospermia at the Time of Vasectomy Reversal Be Offered a Vaso-epididymostomy?","year":2005,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"National Institutes of Health","keywords":"Vasectomy; Vasectomy reversal; Medicine; Gynecology; Vasovasostomy; Andrology; Family planning; Population; Research methodology","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":[0.001939404,0.0001767269,0.000499919,0.0003651421,0.001488591,0.0005802343,0.0006511487,0.005207382,0.005460489],"category_scores_gemma":[0.01315279,0.0001946317,0.0003277946,0.0004426541,0.0009776661,0.001664153,0.0003715428,0.002666522,0.0007319469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004937546,"about_ca_system_score_gemma":0.002578683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008782354,"about_ca_topic_score_gemma":0.01951259,"domain_scores_codex":[0.9993271,0.000247484,0.00005469544,0.00005914134,0.0001170857,0.0001945956],"domain_scores_gemma":[0.9954038,0.001604001,0.0006793117,0.000185614,0.0004678433,0.001659387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004041397,0.001979649,0.6691597,0.0006611817,0.0001267718,0.01168748,0.001606832,0.0007055177,0.002024022,0.005163935,0.09245565,0.210388],"study_design_scores_gemma":[0.001073226,0.004186178,0.76925,0.003072632,0.0002682139,0.03869771,0.01714792,0.001464934,0.002495002,0.01829389,0.1437991,0.0002511601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4484566,0.01528302,0.0009201718,0.4936299,0.006485659,0.0001662813,0.0003681463,0.00006213277,0.03462807],"genre_scores_gemma":[0.9150447,0.008823175,0.001631771,0.06063233,0.006982562,0.00007802018,0.0001687327,0.00001184319,0.006626987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008782354,"threshold_uncertainty_score":0.01826721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198046837149831,"score_gpt":0.3995656158798749,"score_spread":0.2797609321648918,"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."}}