{"id":"W3183148904","doi":"10.1016/j.fertnstert.2021.06.029","title":"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":"Fertility and Sterility","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Saskatchewan; University of British Columbia; Sinai Health System; McMaster University; Women's College Hospital; University of Toronto; Mount Sinai Hospital","funders":"Pfizer","keywords":"Fertility; Demography; Ethnic group; Geography; Medicine; Population; Sociology; Anthropology","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":[0.002151422,0.0001779468,0.0003947378,0.001368268,0.001780075,0.000972998,0.0008776698,0.0006555942,0.00249648],"category_scores_gemma":[0.005629692,0.0003345094,0.0006180368,0.002820638,0.001146891,0.001333389,0.00144963,0.001019149,0.0001851293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009967349,"about_ca_system_score_gemma":0.001519871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.134493,"about_ca_topic_score_gemma":0.3105412,"domain_scores_codex":[0.9981669,0.0009425202,0.0001190028,0.0002352885,0.0002121003,0.0003241848],"domain_scores_gemma":[0.9964568,0.0009951167,0.001110752,0.0002251384,0.000408774,0.0008034064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004579798,0.00005004584,0.9914647,0.00001448067,0.000108858,0.00004635852,0.004943905,0.00002090218,0.0001619703,0.0001878102,0.0003825634,0.002572498],"study_design_scores_gemma":[0.000001682995,0.00001398106,0.991218,0.00001595145,0.00001639264,0.00002973228,0.008372135,0.00003033512,0.00001820784,0.00003385958,0.0002467665,0.000002944835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967344,0.0006848618,0.0000990964,0.0008228667,0.00002228769,0.00001100642,0.0002803545,0.000002696444,0.001342454],"genre_scores_gemma":[0.9991548,0.0001869303,0.0000522296,0.0002429858,0.00001552496,0.000009207501,0.0001437386,0.000004087301,0.0001906274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.134493,"threshold_uncertainty_score":0.2674204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013301181245265,"score_gpt":0.4061065155680578,"score_spread":0.3047763974435313,"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."}}