{"id":"W3161660124","doi":"10.1093/biolre/ioab095","title":"Biochemical markers for pregnancy in the spent culture medium of in vitro produced bovine embryos","year":2021,"lang":"en","type":"article","venue":"Biology of Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Embryo culture; Andrology; Biology; Embryo; Pregnancy; In vitro; Chemically defined medium; Gynecology; Embryogenesis; Biochemistry; Medicine; 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":[0.0004611036,0.0003838242,0.0003062836,0.0005808668,0.0001865638,0.0006908976,0.000206751,0.0003047254,0.0003679747],"category_scores_gemma":[0.0005766024,0.0001459893,0.000185666,0.0003096448,0.0002158669,0.0003092165,0.0002943818,0.0004099104,0.0001459398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399217,"about_ca_system_score_gemma":0.0003081891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000908585,"about_ca_topic_score_gemma":0.001201127,"domain_scores_codex":[0.9996582,0.00006837357,0.00002786166,0.00006477561,0.00015234,0.00002847987],"domain_scores_gemma":[0.9997118,0.00005294148,0.0001200407,0.00001141416,0.00007510608,0.00002873064],"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":[0.000241626,0.00003484244,0.01283767,0.0001659063,0.00002443866,0.0001673461,0.00008852158,0.0001114917,0.9750972,0.00005568554,0.00005273243,0.01112246],"study_design_scores_gemma":[0.00001238736,0.0008084081,0.1235777,0.0001089505,0.0001524069,0.001005391,0.0003192931,0.00175075,0.868091,0.0001242719,0.004021577,0.00002769081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689332,0.01605063,0.01202615,0.0001694372,0.0000861759,0.00006964694,0.0006470902,0.00006204223,0.00195578],"genre_scores_gemma":[0.9744727,0.006843346,0.01511311,0.0001698455,0.00002952968,0.00007590372,0.0008392046,0.00001711394,0.002439255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000908585,"threshold_uncertainty_score":0.002438545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537237756976288,"score_gpt":0.3029838689914872,"score_spread":0.2776114914217243,"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."}}