{"id":"W3123209927","doi":"10.1039/d0lc00874e","title":"FertDish: microfluidic sperm selection-in-a-dish for intracytoplasmic sperm injection","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Ottawa Fertility Centre; University of Toronto; Toronto Public Health","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Institutes of Health Research; E.W.R. Steacie Memorial Fund; California HIV/AIDS Research Program","keywords":"Sperm; Intracytoplasmic sperm injection; Semen; DNA fragmentation; Biology; Andrology; Population; In vitro fertilisation; Embryo; Medicine; Anatomy; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001246852,0.0001648344,0.00025066,0.0001544382,0.00008711984,0.00003427385,0.00003721822,0.000137042,0.0004499829],"category_scores_gemma":[0.0004190966,0.0001584828,0.0001228626,0.0004839278,0.00002387951,0.0000691289,0.00001327726,0.0002491782,0.0001225697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780372,"about_ca_system_score_gemma":0.0001682918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005665475,"about_ca_topic_score_gemma":0.0001709995,"domain_scores_codex":[0.9988853,0.00003582473,0.0002389226,0.0003936539,0.0001707613,0.0002755876],"domain_scores_gemma":[0.9994475,0.0001034887,0.00004591119,0.0001764175,0.0001293249,0.00009731871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002010101,0.001796246,0.3050729,0.0004297066,0.0001933608,0.0002947618,0.0007182955,0.00005415507,0.6279341,0.003656481,0.03501947,0.02282039],"study_design_scores_gemma":[0.008717052,0.001475088,0.4837977,0.0003706748,0.0002432932,0.001982101,0.0003496952,0.001326638,0.4449629,0.001107933,0.05516867,0.0004983139],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917241,0.0004709725,0.0005832144,0.00106993,0.0007948661,0.0004340622,0.00000846128,0.0001201454,0.004794242],"genre_scores_gemma":[0.9937652,0.0001188191,0.0004194292,0.001479693,0.0007076215,0.00005355974,0.0001257888,0.00003958666,0.003290287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1829712,"threshold_uncertainty_score":0.646274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626593753343787,"score_gpt":0.2620598135451712,"score_spread":0.2457938760117333,"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."}}