{"id":"W4400297411","doi":"10.1093/humrep/deae108.369","title":"O-312 Home semen freezing for fertility patients at the time of global travel restrictions due to COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Semen; Fertility; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Andrology; Medicine; Biology; Demography; Virology; Internal medicine; Environmental health; Outbreak; Population; Infectious disease (medical specialty); Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008036623,0.0001344387,0.0002507195,0.0001083575,0.0003588778,0.00001561925,0.00009879975,0.00009998403,0.0000432236],"category_scores_gemma":[0.001657528,0.00009841267,0.0001047726,0.0005468197,0.0001432964,0.00007963664,0.00007719768,0.0001621724,0.00003662891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008509981,"about_ca_system_score_gemma":0.0001584447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002677609,"about_ca_topic_score_gemma":0.00007415749,"domain_scores_codex":[0.9982476,0.00005008444,0.0003895856,0.0008251437,0.0002376662,0.0002498879],"domain_scores_gemma":[0.9985818,0.0000598128,0.00008925542,0.0009544764,0.0001974151,0.0001172561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002861109,0.001055142,0.6952642,0.003965368,0.0004880485,0.00001785362,0.002759489,0.0001437253,0.1049138,0.00853045,0.08712227,0.09287856],"study_design_scores_gemma":[0.0007375166,0.0009244657,0.9524755,0.00008378518,0.0001688263,0.00009303993,0.0002400333,0.00003123661,0.005433435,0.01398797,0.02566056,0.0001635854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872734,0.0008505604,0.001061599,0.00758394,0.0005649598,0.001888175,0.00007219563,0.0003951308,0.0003100436],"genre_scores_gemma":[0.9970545,0.0000205224,0.0002027464,0.0001557379,0.0003563478,0.0002008883,0.00007552485,0.00001663696,0.00191714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2572113,"threshold_uncertainty_score":0.4013152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07570221277613694,"score_gpt":0.371242150434251,"score_spread":0.295539937658114,"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."}}