{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022219,0.0002289622,0.0002830391,0.0004037245,0.000159243,0.0003645407,0.0001768687,0.0002817707,0.001521616],"category_scores_gemma":[0.003067323,0.00007892965,0.000193987,0.0003226121,0.0002804694,0.0001748225,0.0001653348,0.0002487527,0.0001640287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119557,"about_ca_system_score_gemma":0.0001846851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003212944,"about_ca_topic_score_gemma":0.0003656989,"domain_scores_codex":[0.9995822,0.0001203264,0.00006012746,0.00007911968,0.0001215126,0.00003662194],"domain_scores_gemma":[0.9979104,0.0009600151,0.000721538,0.00008748508,0.0001881482,0.000132288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0018193,0.0000867016,0.9779487,0.00006008996,0.0001011576,0.0005840558,0.0001362678,0.0001890752,0.008416589,0.00002876751,0.00009119455,0.01053807],"study_design_scores_gemma":[0.0000196225,0.001056536,0.9929689,0.00001131449,0.0000843746,0.002199098,0.0000796082,0.0002879935,0.002961898,0.00002951268,0.0002955638,0.000005449632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984275,0.000898759,0.0002030709,0.00001618779,0.000005288848,0.0000145347,0.0001259942,0.00000361338,0.0003051067],"genre_scores_gemma":[0.9994693,0.00012969,0.0001052479,0.00001142788,0.000006194695,0.000009889235,0.0001643889,0.000001467108,0.0001023475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001521616,"threshold_uncertainty_score":0.005406082,"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."}}