{"id":"W3199166237","doi":"10.1016/j.fertnstert.2021.07.958","title":"IS AGE MORE THAN JUST A NUMBER? CHARACTERISTICS OF MEN PRESENTING FOR REPRODUCTIVE UROLOGY FERTILITY EVALUATION IN NORTH AMERICA STRATIFIED BY AGE GROUPS","year":2021,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Infertility; Fertility; Demography; Gynecology; Age groups; Obstetrics; Population; Pregnancy","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":[0.0004733661,0.0001574196,0.0004105031,0.001453406,0.0006234995,0.000638029,0.0003256522,0.0005295314,0.002625534],"category_scores_gemma":[0.002434448,0.0002824964,0.0004962589,0.002174015,0.0004380107,0.0009054289,0.0005727914,0.0005445986,0.0002238008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004055819,"about_ca_system_score_gemma":0.0006778267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01576876,"about_ca_topic_score_gemma":0.02034757,"domain_scores_codex":[0.9995049,0.0001107601,0.00005107133,0.00008573858,0.00007834951,0.0001690042],"domain_scores_gemma":[0.9980245,0.0003859571,0.0008450931,0.00005867899,0.0001682045,0.0005176223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004348238,0.00002605234,0.9987553,0.000004791424,0.00002306649,0.00004510423,0.0001922065,0.00001237491,0.00007418389,0.00002554898,0.0001324317,0.0006655],"study_design_scores_gemma":[0.000001800182,0.00003957528,0.9983956,0.000007244425,0.00001008183,0.0001212054,0.001160352,0.00002530616,0.00001261668,0.00002003104,0.0002037609,0.00000246916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975083,0.0005949799,0.0000340151,0.0002275243,0.00001367066,0.000007551054,0.0004525479,0.000002803309,0.001158535],"genre_scores_gemma":[0.9992193,0.0002173172,0.00001627774,0.0001007533,0.00001796895,0.000004911977,0.0002467009,0.00000166975,0.0001749755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01576876,"threshold_uncertainty_score":0.03135395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403845555522599,"score_gpt":0.4382996574818552,"score_spread":0.2979151019295954,"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."}}