{"id":"W2121159212","doi":"10.1186/1471-2490-4-10","title":"Effectiveness of vasectomy using cautery","year":2004,"lang":"en","type":"article","venue":"BMC Urology","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"United States Agency for International Development","keywords":"Vasectomy; Medicine; Azoospermia; Semen analysis; Vasovasostomy; Vasectomy reversal; Confidence interval; Semen; Sperm; Gynecology; Predictive value; Family planning; Population; Obstetrics; Infertility; Internal medicine; Pregnancy; Andrology; Research methodology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004419763,0.0002434851,0.0007128154,0.0009506579,0.0002186032,0.0007421644,0.0004768571,0.0003257248,0.001976468],"category_scores_gemma":[0.01971102,0.0001060825,0.0007684705,0.0006921237,0.0004933124,0.0005485177,0.0003057696,0.0004131971,0.0001734699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005489523,"about_ca_system_score_gemma":0.0005026011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096477,"about_ca_topic_score_gemma":0.0009321305,"domain_scores_codex":[0.9957331,0.001360287,0.0006039941,0.0003670564,0.001731529,0.0002041024],"domain_scores_gemma":[0.9674981,0.01412827,0.01524269,0.0007658558,0.001625453,0.0007397689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003009572,0.0002161753,0.9152707,0.0009710871,0.0009652513,0.0001205572,0.0001050587,0.0003484505,0.0009046035,0.00007529464,0.0002246492,0.07778852],"study_design_scores_gemma":[0.0001051738,0.005386055,0.9890528,0.0003322457,0.0006454171,0.001347742,0.0001211679,0.0003161225,0.001328925,0.00008230826,0.001269453,0.00001248825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762414,0.01890016,0.0006234168,0.0002457167,0.000033131,0.00009930324,0.0005458026,0.00001742543,0.00329357],"genre_scores_gemma":[0.9964993,0.002642722,0.0003180776,0.00004152145,0.00005320032,0.00001366757,0.0002673691,0.000003997409,0.000160164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004419763,"threshold_uncertainty_score":0.0233742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1386202895329858,"score_gpt":0.4680578656194319,"score_spread":0.3294375760864461,"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."}}