{"id":"W4206119078","doi":"10.15406/ogij.2020.11.00506","title":"Sperm count and future challenges for cancer patients","year":2020,"lang":"en","type":"article","venue":"Obstetrics & Gynecology International Journal","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre","funders":"","keywords":"Fertility preservation; Fertility; Sperm; Sperm bank; Cancer; Testicular cancer; Medicine; Oocyte cryopreservation; Gynecology; Biology; Andrology; Internal medicine; Population; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0009549627,0.0002850775,0.0005803746,0.0007774501,0.0007190381,0.001230226,0.0006551523,0.001252722,0.009881749],"category_scores_gemma":[0.003465238,0.00009834667,0.0004385549,0.0008858977,0.00044545,0.001182944,0.0007175284,0.00131761,0.001426861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051817,"about_ca_system_score_gemma":0.001813949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137856,"about_ca_topic_score_gemma":0.00303961,"domain_scores_codex":[0.9995232,0.0001713985,0.00006488136,0.00005966033,0.0001356761,0.00004510615],"domain_scores_gemma":[0.999079,0.0003001766,0.0001254783,0.00001949396,0.0003542371,0.0001216273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001959355,0.00009159574,0.02067792,0.004912417,0.00009423861,0.001631059,0.0008352718,0.0003682023,0.0009198042,0.01017045,0.1314577,0.8286454],"study_design_scores_gemma":[0.00003003673,0.0005303427,0.02251869,0.006442051,0.000154295,0.01471104,0.003730703,0.0003458559,0.0006405463,0.01370657,0.9371111,0.00007880751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005688477,0.9155867,0.0006797735,0.06713691,0.002022242,0.00001897527,0.0003310164,0.00005469657,0.008481212],"genre_scores_gemma":[0.06593494,0.9068222,0.002043628,0.01191606,0.003484191,0.00006587325,0.0006645061,0.00002213848,0.009046523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009881749,"threshold_uncertainty_score":0.03305769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272809978129653,"score_gpt":0.285167516386204,"score_spread":0.2578865185732387,"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."}}