{"id":"W2943029533","doi":"10.1097/ju.0000000000000311","title":"Systematic Review of the Impact of Varicocele Grade on Response to Surgical Management","year":2019,"lang":"en","type":"review","venue":"The Journal of Urology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Varicocele; Medicine; Semen quality; Sperm; Urology; Pregnancy rate; Sperm motility; Infertility; Gynecology; Pregnancy; Andrology","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":[0.0224623,0.00191259,0.01357959,0.008523532,0.0006751128,0.002839257,0.002049783,0.002056203,0.003979967],"category_scores_gemma":[0.1010652,0.001131657,0.01261565,0.008627563,0.001105871,0.001764214,0.001288696,0.001052321,0.0002784814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003743085,"about_ca_system_score_gemma":0.008626719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006505345,"about_ca_topic_score_gemma":0.0149007,"domain_scores_codex":[0.9705291,0.01338991,0.01081888,0.001739326,0.003031641,0.0004912647],"domain_scores_gemma":[0.9010897,0.07261299,0.01796357,0.001527648,0.006200098,0.0006060782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006724109,0.00001874327,0.002984376,0.9130312,0.06838435,0.0001186662,0.0001068494,0.0001334222,0.0001564094,0.00009277727,0.0007320388,0.01356875],"study_design_scores_gemma":[0.001303398,0.0006750289,0.01678458,0.5113595,0.4609723,0.000438913,0.0002232414,0.000216957,0.0003365613,0.0003173594,0.007316798,0.00005541508],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00464695,0.9928652,0.0002522115,0.0003224451,0.000181133,0.0005364736,0.0008936599,0.00001294474,0.0002888536],"genre_scores_gemma":[0.150125,0.8420234,0.002272138,0.001409129,0.0003552875,0.002381088,0.001136176,0.00002824966,0.000269633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0224623,"threshold_uncertainty_score":0.1187934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372027609106401,"score_gpt":0.3645119928769113,"score_spread":0.3207917167858473,"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."}}