{"id":"W2499904664","doi":"10.1039/c6ay01506a","title":"Paper-based sperm DNA integrity analysis","year":2016,"lang":"en","type":"article","venue":"Analytical Methods","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital; University of Toronto; Toronto Public Health; University of New Brunswick","funders":"","keywords":"DNA fragmentation; Chromatin; Sperm; DNA; Fragmentation (computing); Computational biology; Biology; Chemistry; Cell biology; Genetics","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":[0.0009478493,0.001168396,0.0006934188,0.002053554,0.0004825831,0.0008324692,0.001147986,0.001167932,0.00243653],"category_scores_gemma":[0.001522841,0.0003674336,0.0005724514,0.001191866,0.0004509202,0.0006987736,0.0008409118,0.001338992,0.001430715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005081347,"about_ca_system_score_gemma":0.0005369889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006994728,"about_ca_topic_score_gemma":0.001457301,"domain_scores_codex":[0.9984786,0.0001545616,0.00007974407,0.0002898676,0.0009261487,0.00007110858],"domain_scores_gemma":[0.9986413,0.0002151797,0.0002710335,0.0001067633,0.0006505627,0.0001151391],"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":[0.00004132784,0.00003273086,0.0006661098,0.0001273259,0.00004571509,0.00005251043,0.00004365482,0.0001594836,0.9835225,0.0001895248,0.000281991,0.01483713],"study_design_scores_gemma":[0.000004150766,0.0002543888,0.003694633,0.00002408097,0.00004989313,0.0003200881,0.00002923205,0.001362555,0.9898438,0.0001281962,0.004257969,0.00003103615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2774799,0.01799608,0.6797732,0.0007034402,0.0007212352,0.0007758666,0.005357057,0.003747721,0.01344561],"genre_scores_gemma":[0.5701426,0.01729218,0.3689486,0.0006957685,0.0002154239,0.00077053,0.006672183,0.0003374599,0.03492508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00243653,"threshold_uncertainty_score":0.008150995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293101763394157,"score_gpt":0.3374453785629113,"score_spread":0.3045143609289698,"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."}}