{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005626069,0.0006860472,0.0004046917,0.0006315233,0.0003178192,0.0004282348,0.001145478,0.0007380142,0.003540925],"category_scores_gemma":[0.0004347722,0.0003618644,0.0004729822,0.0002076873,0.0003916404,0.0002602755,0.0007598476,0.0007287258,0.001496623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003623012,"about_ca_system_score_gemma":0.0005687233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088669,"about_ca_topic_score_gemma":0.001815125,"domain_scores_codex":[0.999467,0.00004069856,0.00003206657,0.0001116669,0.0002883494,0.00006036746],"domain_scores_gemma":[0.9997794,0.0000585492,0.00004304362,0.00003472931,0.00004248911,0.00004170575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000130696,0.00007818423,0.0005627236,0.0002763402,0.00003525761,0.0002252003,0.00006529224,0.0006959082,0.9522117,0.001145278,0.00689682,0.03767656],"study_design_scores_gemma":[0.00008659483,0.0006507838,0.004176656,0.00003622304,0.00007754164,0.001057616,0.00002076532,0.01040092,0.9171893,0.0002120098,0.06598002,0.0001116265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2673077,0.01382886,0.6374145,0.001895571,0.002710503,0.002556841,0.008542385,0.03013762,0.03560596],"genre_scores_gemma":[0.5093626,0.005954866,0.4484758,0.001596974,0.0003418085,0.001685068,0.006121523,0.000766182,0.02569518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003540925,"threshold_uncertainty_score":0.01184559,"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."}}