{"id":"W2276283287","doi":"10.3747/co.23.2793","title":"Quebec Public Funding Facilitates Fertility Preservation for Male Cancer Patients","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Sperm; Fertility preservation; Sperm bank; Cryopreservation; Medicine; Fertility; Infertility; Cancer; Male infertility; Gynecology; Sperm quality; Andrology; Biology; Internal medicine; Population; Pregnancy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001590351,0.00009121891,0.0001764996,0.00006631618,0.00006379031,0.000007949836,0.00004691152,0.00008151966,0.0005838549],"category_scores_gemma":[0.001169078,0.00005925316,0.00006688556,0.00008194725,0.0000577867,0.0001878986,0.00002746552,0.0000585854,0.00003711316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005663159,"about_ca_system_score_gemma":0.0002066289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000216065,"about_ca_topic_score_gemma":0.0009520703,"domain_scores_codex":[0.9991656,0.00004283396,0.0001985926,0.0002336594,0.0001155054,0.0002438291],"domain_scores_gemma":[0.9991102,0.0002216467,0.00007514622,0.0001376127,0.0003512506,0.0001041307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001748666,0.000363697,0.7100738,0.00008676589,0.00001977694,3.037852e-7,0.00006629936,1.171344e-7,0.001176204,0.0002265624,0.004365238,0.2834464],"study_design_scores_gemma":[0.002307167,0.000405343,0.7019035,0.00005614132,0.00004929557,0.000001136328,0.00001905407,0.0001255069,0.0003248901,0.0002007297,0.2945413,0.00006595346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897144,0.0004562613,0.004041848,0.002880141,0.00187789,0.0006476694,0.00005264123,0.00005611548,0.0002730466],"genre_scores_gemma":[0.9975134,0.00004149136,0.00009477593,0.00007255076,0.0001995009,0.0003329184,0.0001225052,0.000008969916,0.001613867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.290176,"threshold_uncertainty_score":0.6392801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2008802040237795,"score_gpt":0.4040141438089828,"score_spread":0.2031339397852033,"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."}}