{"id":"W4401158080","doi":"10.1590/s1677-5538.ibju.2024.9915","title":"A multi-faceted exploration of unmet needs in the continuing improvement and development of fertility care amidst a pandemic","year":2024,"lang":"en","type":"article","venue":"International braz j urol","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Axdev Group (Canada)","funders":"U.S. Department of Veterans Affairs","keywords":"Medicine; Pandemic; Fertility; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Environmental health; Virology; Outbreak; Internal medicine; Disease","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":[0.02555886,0.0003550664,0.0004952585,0.001678714,0.00606589,0.005074557,0.001426136,0.00184689,0.00149764],"category_scores_gemma":[0.02629457,0.0005807005,0.0004418525,0.001583295,0.007267727,0.00570267,0.006657317,0.002476209,0.0001329646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005015412,"about_ca_system_score_gemma":0.01469477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005921204,"about_ca_topic_score_gemma":0.01209135,"domain_scores_codex":[0.9791422,0.01713258,0.0005429719,0.0004959342,0.0009806901,0.001705524],"domain_scores_gemma":[0.9720548,0.02211348,0.002092322,0.0006204775,0.001467057,0.001651906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001864933,0.00003196379,0.009626849,0.0003078955,0.00000949184,0.0007489361,0.9755026,0.00007866936,0.0004348842,0.001863952,0.0004766913,0.01089937],"study_design_scores_gemma":[0.000001661513,0.00002729066,0.003704337,0.0001881517,0.000002751503,0.000203602,0.9925591,0.00009477912,0.00008594257,0.0004696715,0.002656162,0.000006534616],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822562,0.001376221,0.001899366,0.009359212,0.00006279726,0.0001784809,0.00009444768,0.00001095145,0.004762471],"genre_scores_gemma":[0.9956648,0.001013974,0.001972199,0.0007957022,0.00001580211,0.00012797,0.00002879962,0.00000524028,0.0003755729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02555886,"threshold_uncertainty_score":0.1351698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0560190401478394,"score_gpt":0.3513367133870343,"score_spread":0.2953176732391949,"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."}}