{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001406311,0.0002265348,0.0002088311,0.0001520822,0.0001575858,0.0003043105,0.0002537143,0.0002811425,0.0006205734],"category_scores_gemma":[0.0002304742,0.0001495119,0.0001478272,0.0001165428,0.0002849346,0.0001573549,0.0004704901,0.000187104,0.0003272781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437617,"about_ca_system_score_gemma":0.000269199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004558183,"about_ca_topic_score_gemma":0.001156451,"domain_scores_codex":[0.9998937,0.00001497591,0.000005148859,0.00002717275,0.00003922606,0.00001978807],"domain_scores_gemma":[0.9998639,0.00002628514,0.00004626482,0.00001736495,0.00002406243,0.00002213196],"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":[0.00002395967,0.00001511884,0.0006934732,0.00002165854,0.000003794145,0.00004194995,0.00001494146,0.0003657668,0.9945822,0.0001537474,0.00007506984,0.004008265],"study_design_scores_gemma":[0.00002406109,0.0005807206,0.008002621,0.00000717571,0.00001895462,0.0004190096,0.00005359616,0.01049087,0.9759596,0.0001441536,0.004269942,0.00002934263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625289,0.0003426875,0.03463034,0.0001452462,0.00002174169,0.00004727403,0.00009060611,0.000244325,0.001948941],"genre_scores_gemma":[0.9682649,0.0002915361,0.02804305,0.0001120722,0.000008331515,0.00006133554,0.0001697245,0.00002902382,0.003019891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006205734,"threshold_uncertainty_score":0.00207603,"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."}}