{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001295524,0.000121279,0.0003983668,0.000120168,0.0003052581,5.194518e-7,0.00009587751,0.000170483,0.00008054103],"category_scores_gemma":[0.0005924191,0.0001083314,0.00005159498,0.0001872379,0.0001558825,0.00004225792,0.0001449822,0.000328815,0.00008039395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656445,"about_ca_system_score_gemma":0.0005884138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008203474,"about_ca_topic_score_gemma":0.000168292,"domain_scores_codex":[0.9973484,0.001359507,0.0003854775,0.0003410741,0.0001050349,0.0004605407],"domain_scores_gemma":[0.9979361,0.001245162,0.0002143661,0.0003528832,0.0001926795,0.00005882987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007449797,0.0001737352,0.9640291,0.006405677,0.00004382428,0.00001406884,0.001760122,0.00191067,0.01043263,0.01435811,0.00006100359,0.00006607868],"study_design_scores_gemma":[0.002183386,0.0002450718,0.9892096,0.00006786044,0.00005394284,0.00001519419,0.0002331521,0.00004138548,0.0008825964,0.005141653,0.001789227,0.000136941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851041,0.0007010061,0.01011837,0.0001852624,0.001037217,0.0008835645,0.000007420637,0.00005992052,0.001903157],"genre_scores_gemma":[0.997462,0.000007861232,0.00193557,0.0001988824,0.0002233068,0.0001066545,0.000002331153,0.00002024435,0.00004315718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02518049,"threshold_uncertainty_score":0.4417627,"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."}}