{"id":"W2064695702","doi":"10.1358/dot.2002.38.1.677133","title":"Medical backgrounder on varicocele","year":2002,"lang":"en","type":"review","venue":"Drugs of today","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Varicocele; Medicine; Hydrocele; Male infertility; Semen quality; Infertility; Urology; Semen; Surgery; Andrology; Pregnancy; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002407815,0.0002656244,0.001300873,0.0001749016,0.0000254323,0.000006829311,0.000134613,0.0004692805,0.006061676],"category_scores_gemma":[0.0003540792,0.0001813667,0.0005031783,0.0002321151,0.0000622446,0.000026281,0.00003722797,0.0004759602,0.001066077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009390308,"about_ca_system_score_gemma":0.0002055628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001643756,"about_ca_topic_score_gemma":3.840279e-7,"domain_scores_codex":[0.9982442,0.00006130746,0.000459249,0.0003022944,0.0007382557,0.0001947102],"domain_scores_gemma":[0.9988292,0.0002903553,0.0001845446,0.0004421764,0.00006122445,0.0001924337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000566223,0.0003037059,0.000003158082,0.007469855,0.0001723847,0.00006482683,0.00001938067,4.291631e-8,9.011974e-8,0.0009132033,0.01615454,0.9748932],"study_design_scores_gemma":[0.0003786438,0.0001978468,0.00001030567,0.01297795,0.0009912914,0.0001677387,0.000006865404,0.00001299836,0.000001262712,0.00003005972,0.9850764,0.0001486859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006593219,0.9409012,0.00003550169,0.000159897,0.0005298709,0.000340771,0.000006881522,0.00005031173,0.05796896],"genre_scores_gemma":[0.0000659271,0.9935886,0.0001009146,0.0002749809,0.0005498827,0.00002155693,0.0001195971,0.00004901032,0.005229522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9747444,"threshold_uncertainty_score":0.9997117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05104752085932522,"score_gpt":0.329940138467689,"score_spread":0.2788926176083638,"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."}}