{"id":"W1839867581","doi":"10.5489/cuaj.1076","title":"Use of an oncology sperm bank: a Canadian experience","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pacific Centre for Reproductive Medicine; University of Toronto","funders":"","keywords":"Sperm bank; Sperm; Oncology; Internal medicine; Medicine; Andrology; Environmental health; Fertility","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026498,0.0002959865,0.0002434512,0.001539055,0.002564482,0.0009121626,0.0006596061,0.0003991707,0.002925445],"category_scores_gemma":[0.004248946,0.0003458498,0.0002231166,0.004875732,0.0008671577,0.0004172074,0.0007630359,0.0004929857,0.0002238748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01125768,"about_ca_system_score_gemma":0.01854212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7062144,"about_ca_topic_score_gemma":0.8284938,"domain_scores_codex":[0.9985071,0.0001815738,0.0001235638,0.0001766475,0.0007329158,0.000278215],"domain_scores_gemma":[0.9958504,0.0006384571,0.001474257,0.0001730004,0.001142454,0.0007214411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001288098,0.00006251855,0.9531561,0.0002829602,0.00003747868,0.004766016,0.003523312,0.0001524775,0.0007445423,0.0003163728,0.002912564,0.0339169],"study_design_scores_gemma":[0.00002632828,0.0003045549,0.9394674,0.000416282,0.00008297619,0.0199128,0.008487886,0.0003558452,0.0008931584,0.00008950808,0.02991187,0.00005150797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826423,0.007158432,0.0003100175,0.001026085,0.00004018635,0.000103919,0.001006814,0.00002053653,0.007691655],"genre_scores_gemma":[0.9908133,0.006441183,0.0005180446,0.0004695616,0.00001975196,0.00002038708,0.0006366754,0.00001060911,0.001070622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2937856,"threshold_uncertainty_score":0.5910316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04012954394988674,"score_gpt":0.2771840336064305,"score_spread":0.2370544896565438,"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."}}