{"id":"W2583815260","doi":"10.1016/j.fertnstert.2006.07.1021","title":"P-646","year":2006,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Varicocele; Medicine; Hydrocele; Testicular atrophy; Lymphatic system; Microsurgery; Surgery; Gold standard (test); Atrophy; Radiology; Internal medicine; Pathology; Infertility; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005678128,0.00121971,0.0008328731,0.001778903,0.001239346,0.002622759,0.0009859505,0.002071201,0.6204688],"category_scores_gemma":[0.001821812,0.0004163067,0.0005071234,0.001896035,0.0005721974,0.002161787,0.001328923,0.001823742,0.4950466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649767,"about_ca_system_score_gemma":0.0005945083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002605945,"about_ca_topic_score_gemma":0.007943993,"domain_scores_codex":[0.9997682,0.00002990983,0.00001971196,0.00004959416,0.0001079754,0.00002466499],"domain_scores_gemma":[0.9991167,0.0002677142,0.00004664473,0.00009473818,0.0003196359,0.0001544621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006340278,0.00004071873,0.0002065747,0.0001950689,0.000006066237,0.0001044837,0.00006180153,0.0001135641,0.0009174794,0.006961897,0.7883249,0.203004],"study_design_scores_gemma":[0.00001436691,0.00003995333,0.0006391383,0.0001656803,0.00000424854,0.0001652703,0.00004285124,0.00009809851,0.0001890426,0.002745962,0.9958901,0.000005257456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006720221,0.008263757,0.001759167,0.005560326,0.01254327,0.0001392534,0.0009913361,0.000502735,0.9695682],"genre_scores_gemma":[0.0008873287,0.001435317,0.0003058974,0.001210895,0.001602802,0.00002956063,0.0002174075,0.0001012529,0.9942095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3795312,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490255814670168,"score_gpt":0.236532674345041,"score_spread":0.2216301161983393,"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."}}