{"id":"W2766077972","doi":"10.1038/nrurol.2017.175","title":"Microfluidics for sperm analysis and selection","year":2017,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":225,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of New Brunswick; Ottawa Fertility Centre; Queen's University; University of Toronto","funders":"","keywords":"Infertility; Male infertility; Medicine; Sperm; Reproductive technology; Assisted reproductive technology; Microfluidics; Fertility; Intensive care medicine; Nanotechnology; Biology; Population; Andrology; 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":[0.00132164,0.001409202,0.001571322,0.001999902,0.0003352702,0.001625789,0.001415544,0.001559885,0.004922968],"category_scores_gemma":[0.001652171,0.0005050506,0.0006788475,0.001418861,0.001101883,0.002194964,0.001752589,0.002947693,0.002586252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006689446,"about_ca_system_score_gemma":0.001561377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008569983,"about_ca_topic_score_gemma":0.001455547,"domain_scores_codex":[0.9995241,0.00007644017,0.00004667861,0.00007478183,0.000228191,0.000049752],"domain_scores_gemma":[0.9993836,0.0003195539,0.00007358801,0.00002672093,0.0001383042,0.00005817722],"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":[0.00007684863,0.00006157297,0.0001769612,0.008940395,0.00007549879,0.0001493892,0.00003954226,0.0004985543,0.004090214,0.008901413,0.0463757,0.9306139],"study_design_scores_gemma":[0.00002426379,0.00008098473,0.0004528561,0.001667988,0.0001088168,0.0006868534,0.00004038926,0.0003900093,0.002273259,0.004426236,0.9898065,0.00004183005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001211234,0.9955647,0.001235107,0.0005909099,0.0008886428,0.000008098164,0.00003430291,0.0000390473,0.001518115],"genre_scores_gemma":[0.001394577,0.9937737,0.001188322,0.0006020423,0.0009833926,0.00001902607,0.00007455096,0.000007995401,0.001956372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004922968,"threshold_uncertainty_score":0.01646894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07447435687462213,"score_gpt":0.4156087607416828,"score_spread":0.3411344038670607,"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."}}