{"id":"W2944712606","doi":"10.1039/c9lc00209j","title":"Two-dimensional planar swimming selects for high DNA integrity sperm","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Ottawa Fertility Centre; University of Toronto; Toronto Public Health","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; National Research Foundation of Korea; Canada Foundation for Innovation","keywords":"Sperm; Semen; Biology; Sperm motility; Andrology; Cell biology; Anatomy; Genetics; Medicine","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":[0.00008749728,0.0001314778,0.0001705915,0.00003418398,0.00006715703,0.00002292985,0.0001031036,0.00003647916,0.0004525889],"category_scores_gemma":[0.000003777272,0.0001117012,0.00007412381,0.00006824986,0.00001057879,0.00003922691,0.00001966854,0.0001858973,0.0003794199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002026811,"about_ca_system_score_gemma":0.00005433372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001163452,"about_ca_topic_score_gemma":0.000008651996,"domain_scores_codex":[0.9993041,0.00001771048,0.0001249713,0.0002157006,0.0000968459,0.0002407224],"domain_scores_gemma":[0.9995797,0.000101916,0.00005416261,0.0001720232,0.00003555759,0.00005666611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003941354,0.0007131782,0.05775882,0.00008649212,0.0002385063,0.000004066001,0.0004604884,0.001004693,0.1364182,0.7820329,0.01421039,0.006678086],"study_design_scores_gemma":[0.01761487,0.001742782,0.03967997,0.0006418613,0.0002244137,0.000009759075,0.0004019059,0.007325287,0.7889144,0.09928354,0.04159864,0.002562566],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936243,0.00001214192,0.0003396328,0.0001884946,0.0003425229,0.0002598233,0.00006757939,0.00002420711,0.005141273],"genre_scores_gemma":[0.9944842,1.633345e-7,0.002142896,0.0003041439,0.0003981082,0.000007519891,0.0001241781,0.00001856256,0.002520213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6827494,"threshold_uncertainty_score":0.4955531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127930564353987,"score_gpt":0.2400043159340954,"score_spread":0.2287250102905556,"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."}}