{"id":"W4390655602","doi":"10.20944/preprints202401.0308.v1","title":"Repeated Superstimulation Facilitated Ovum Pick-Up and In Vitro Production (OPU-IVP) of Viable Bovine Embryos with No Apparent Adverse Effects on Donor Health","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Indian Council of Agricultural Research","keywords":"Embryo; Embryo transfer; Andrology; Biology; Blastocyst; Single Embryo Transfer; Cryopreservation; Embryo cryopreservation; Embryogenesis; Medicine; Genetics","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":[0.0002921748,0.0003019555,0.0004388288,0.0001664841,0.000234037,0.0002680797,0.0003117031,0.0002415329,0.001597546],"category_scores_gemma":[0.0004041184,0.0001104329,0.0002150763,0.0001202323,0.0003029584,0.0001969547,0.0006155672,0.0003857239,0.0002170935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957462,"about_ca_system_score_gemma":0.0002540665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006247108,"about_ca_topic_score_gemma":0.001403111,"domain_scores_codex":[0.9997622,0.00005333061,0.0000185371,0.00004976941,0.00006441217,0.00005168852],"domain_scores_gemma":[0.9997573,0.00009965635,0.000062532,0.00003121632,0.00001779986,0.00003144028],"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":[0.0003593781,0.00004629512,0.001265491,0.00004530635,0.000007677977,0.00009901198,0.00004386128,0.0001093628,0.9921826,0.0000398197,0.00003317599,0.005768019],"study_design_scores_gemma":[0.00003299284,0.002851322,0.03195186,0.00001281387,0.00005233078,0.0006629672,0.0001283773,0.001293112,0.9609441,0.0001034748,0.001951024,0.00001563154],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951615,0.0006809688,0.003316203,0.00003532518,0.00002156274,0.00005084818,0.00006557722,0.00002062822,0.0006474391],"genre_scores_gemma":[0.9941756,0.0003434579,0.00413915,0.00003479164,0.00001845308,0.00006904687,0.0001654317,0.00001651582,0.001037501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001597546,"threshold_uncertainty_score":0.005344331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05990616666128214,"score_gpt":0.3331745408069813,"score_spread":0.2732683741456992,"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."}}