{"id":"W3191413960","doi":"10.1097/ju.0000000000002006.06","title":"MP21-06 ONE SIZE DOES NOT FIT ALL: VARIATIONS BY ETHNICITY IN DEMOGRAPHIC CHARACTERISTICS OF MEN SEEKING FERTILITY TREATMENT ACROSS NORTH AMERICA","year":2021,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Classics; History; Anthropology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00395195,0.0004290232,0.001315248,0.003761413,0.002829944,0.00339919,0.001578777,0.002310741,0.07763652],"category_scores_gemma":[0.03210428,0.000861217,0.001163128,0.006906781,0.0006318637,0.003115618,0.003072189,0.001794353,0.02385003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236051,"about_ca_system_score_gemma":0.003250037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03353842,"about_ca_topic_score_gemma":0.05823839,"domain_scores_codex":[0.9959716,0.0008652469,0.0004418075,0.0004145413,0.001848968,0.0004578581],"domain_scores_gemma":[0.9718787,0.006099478,0.007758765,0.00210032,0.007193113,0.004969649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007262633,0.0002977925,0.2730246,0.0006040563,0.000174558,0.0001088758,0.0003923239,0.00006399769,0.000134301,0.0004797319,0.67875,0.04524338],"study_design_scores_gemma":[0.0003288288,0.0002697054,0.9141025,0.001307034,0.0001005107,0.0002568619,0.001404498,0.0001468679,0.000157207,0.0002742227,0.08157739,0.00007434307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.245028,0.01430141,0.001081695,0.07722364,0.008948042,0.003049626,0.4991955,0.001267936,0.149904],"genre_scores_gemma":[0.4644173,0.01634521,0.004466193,0.03526486,0.007639736,0.01012005,0.2863425,0.001867198,0.173537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07763652,"threshold_uncertainty_score":0.25972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0384590910197565,"score_gpt":0.3256792725616961,"score_spread":0.2872201815419396,"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."}}