{"id":"W2165919155","doi":"10.5489/cuaj.10084","title":"“Just what the doctor ordered”: Factors associated with oncology patients’ decision to bank sperm","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sperm bank; Sperm; Fertility; Medicine; Fertility preservation; Infertility; Oncofertility; Family medicine; Oncology; Internal medicine; Gynecology; Population; Biology; Andrology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.001568437,0.0001740313,0.0003433026,0.0001171252,0.0004796404,0.00007199869,0.0001583742,0.0004248894,0.0009721618],"category_scores_gemma":[0.006868186,0.00009052295,0.000108338,0.0003109648,0.00008358096,0.0002725507,0.00002473171,0.0008222072,0.0000865965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002347132,"about_ca_system_score_gemma":0.000426707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001886203,"about_ca_topic_score_gemma":0.001212243,"domain_scores_codex":[0.9978825,0.0004599345,0.0003398401,0.0002413784,0.0003527172,0.0007236502],"domain_scores_gemma":[0.9972497,0.0006564072,0.000261304,0.0001872751,0.0006188056,0.00102651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004176849,0.0001791209,0.9863225,5.262919e-7,0.0001352353,0.0000063239,0.0005277695,0.000003787627,0.00002291852,0.00002805249,0.006439679,0.005916468],"study_design_scores_gemma":[0.0007442409,0.0008085198,0.9080952,0.00001213189,0.00008298739,0.00001974179,0.0003418623,0.000002196558,0.00001883916,0.00008700464,0.08968198,0.0001052954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802241,0.0001970803,0.00003843796,0.017239,0.001112826,0.0003561445,0.00002033191,0.00001892171,0.0007931401],"genre_scores_gemma":[0.992182,0.0000308917,0.00005118485,0.006828163,0.0005528555,0.000008280011,0.00004293179,0.00001069751,0.0002930071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0832423,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763528318153176,"score_gpt":0.2767285411232259,"score_spread":0.2390932579416941,"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."}}