{"id":"W3010135326","doi":"10.1111/andr.12781","title":"Impact of sperm characteristics on time‐lapse embryo morphokinetic parameters and clinical outcome of conventional in vitro fertilization","year":2020,"lang":"en","type":"article","venue":"Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Women's Health Research Institute","funders":"","keywords":"Sperm; Pronucleus; Biology; Andrology; Embryo; DNA fragmentation; Human fertilization; Sperm motility; Motility; In vitro fertilisation; Embryogenesis; Zygote; Anatomy; Cell biology; Genetics; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001005293,0.00007053719,0.0003550387,0.0000607445,0.000005702073,0.000001308605,0.00002124737,0.00009551818,0.0001520453],"category_scores_gemma":[0.0004866782,0.00005758461,0.00009222258,0.00008118763,0.00009499426,0.00001490576,0.00001253466,0.0001028424,0.00001239983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001114013,"about_ca_system_score_gemma":0.0000267999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002174592,"about_ca_topic_score_gemma":6.015589e-7,"domain_scores_codex":[0.99926,0.00005190588,0.0003897707,0.0001398191,0.00007513999,0.00008333263],"domain_scores_gemma":[0.9995539,0.0001384813,0.0001149816,0.00008082601,0.00004352808,0.00006831685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002342896,0.0002215084,0.9530495,0.00004049938,0.00006350653,0.00002720252,0.00003015396,0.00001287463,0.04309414,0.0000248033,0.00004643652,0.001046532],"study_design_scores_gemma":[0.002176603,0.002460338,0.9846933,0.00001489569,0.00009336388,0.00003102416,0.000002979307,0.009119635,0.001335317,0.00002385808,0.000008282872,0.00004038921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992576,0.00002256472,0.00011304,0.0003181095,0.0000709742,0.000131955,0.0000159056,0.000007194358,0.0000626652],"genre_scores_gemma":[0.9992744,0.00002142313,0.0001263022,0.0004154143,0.00003706501,0.000001438859,0.0001032055,0.000006596715,0.00001414116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04175882,"threshold_uncertainty_score":0.2348232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04228010799447035,"score_gpt":0.3310789138231199,"score_spread":0.2887988058286496,"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."}}