{"id":"W3139000813","doi":"10.21037/tau-2019-gcmi-14","title":"Unraveling the mystery of genetics and male infertility","year":2021,"lang":"en","type":"article","venue":"Translational Andrology and Urology","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Male infertility; Infertility; Genetics; Computational biology; Biology; Medicine; Bioinformatics; 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":[0.00253345,0.0004996141,0.001028446,0.001760942,0.001150039,0.002840967,0.0007102787,0.002250965,0.004067085],"category_scores_gemma":[0.004010752,0.0003043793,0.0006918632,0.001107288,0.005159724,0.005455447,0.00170065,0.004859787,0.001326937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364245,"about_ca_system_score_gemma":0.002972094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575186,"about_ca_topic_score_gemma":0.001937549,"domain_scores_codex":[0.9988198,0.0004578661,0.00009815298,0.000148163,0.000359591,0.0001164493],"domain_scores_gemma":[0.9965341,0.002165759,0.0002803217,0.0001611838,0.0004811477,0.0003774983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000219039,0.0001186783,0.00583399,0.004522588,0.0001545807,0.003605244,0.002842779,0.000369344,0.005311903,0.06259235,0.192468,0.7219616],"study_design_scores_gemma":[0.00002835117,0.0001938826,0.006309269,0.003599938,0.000108301,0.008201046,0.002104993,0.0001403207,0.0008640942,0.05327589,0.9251065,0.00006754346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002650252,0.9174039,0.0008191614,0.06792385,0.005776653,0.000006296861,0.00004097799,0.00004204965,0.005336901],"genre_scores_gemma":[0.02191758,0.9238861,0.00148559,0.02409183,0.0235951,0.00001969623,0.00007928662,0.00005117259,0.004873665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004067085,"threshold_uncertainty_score":0.01360577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134235108329676,"score_gpt":0.3049330841602184,"score_spread":0.2735907330769216,"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."}}