{"id":"W2591846204","doi":"10.1093/biolreprod/85.s1.743","title":"Non-Invasive Assessment of Spent Bovine Culture Media Using Proton Nuclear Magnetic Resonance.","year":2011,"lang":"en","type":"article","venue":"Biology of Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Blastocyst; Embryo culture; Embryo; Oocyte; Metabolomics; Human fertilization; Andrology; In vitro fertilisation; Zygote; Embryonic stem cell; In vitro maturation; Embryogenesis; Metabolome; Metabolite; Embryo quality; Cell biology; Biotechnology; Genetics; Bioinformatics; Biochemistry; Gene","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":[0.0006107215,0.0006661777,0.0003935101,0.0008662823,0.0004051199,0.0007075297,0.0003888109,0.0005644254,0.001640614],"category_scores_gemma":[0.000601924,0.0002748634,0.000215933,0.0006537056,0.0003472278,0.0003636809,0.0004345375,0.0005496677,0.0008988809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269435,"about_ca_system_score_gemma":0.0003716964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002751673,"about_ca_topic_score_gemma":0.006949858,"domain_scores_codex":[0.9994916,0.00006440511,0.00002766381,0.0001466021,0.0002096308,0.00006016823],"domain_scores_gemma":[0.9996186,0.00008700918,0.00009139971,0.00002619602,0.0001438398,0.00003287996],"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":[0.0001179826,0.00001956116,0.001322598,0.0002072461,0.00001721535,0.00007926373,0.0000849352,0.00008522202,0.9903651,0.0000634667,0.000170225,0.007467177],"study_design_scores_gemma":[0.00002233996,0.0006632682,0.0397724,0.0001364392,0.000158063,0.0006848782,0.0004125834,0.004733113,0.9325575,0.0003029813,0.02049136,0.00006514385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7419292,0.0433297,0.1745005,0.000719944,0.0005611714,0.0005856327,0.01116256,0.00131267,0.02589848],"genre_scores_gemma":[0.8369778,0.0194066,0.1154434,0.0008362992,0.0001324112,0.0009704107,0.00844378,0.000395992,0.0173933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002751673,"threshold_uncertainty_score":0.005488396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04988668689247588,"score_gpt":0.3111540527768504,"score_spread":0.2612673658843745,"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."}}