{"id":"W4312141116","doi":"10.3390/ani12243549","title":"Factors Affecting the Efficiency of In Vitro Embryo Production in Prepubertal Mediterranean Water Buffalo","year":2022,"lang":"en","type":"article","venue":"Animals","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Embryo; Biology; Blastocyst; Human fertilization; Embryo transfer; Andrology; Pregnancy; Embryo culture; In vitro fertilisation; Pregnancy rate; Sire; Embryogenesis; Animal science; Anatomy; Genetics; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329907,0.00008707184,0.0002180336,0.00009337263,0.00008268109,0.000001991585,0.00008623377,0.0000370093,0.0001206184],"category_scores_gemma":[0.0004651371,0.00004747532,0.00005266327,0.0002046226,0.0001001378,0.00004117885,0.00007918792,0.000288194,0.000001765836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006124754,"about_ca_system_score_gemma":0.00002451989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002271771,"about_ca_topic_score_gemma":0.00002807808,"domain_scores_codex":[0.998826,0.0002562932,0.0002547317,0.0003216307,0.0001472489,0.0001940786],"domain_scores_gemma":[0.9995638,0.00007477243,0.00005333442,0.0002624941,0.00002777282,0.00001781263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00169655,0.000245303,0.1500828,0.00003219839,0.00001213089,0.000005568246,0.009380512,0.00001542359,0.8378556,0.000002124593,0.00002788388,0.0006438426],"study_design_scores_gemma":[0.0001747492,0.0001857726,0.5510098,0.000005692644,0.000006707629,0.00001080216,0.001485514,0.00001464569,0.4469907,0.00003065348,0.00005196589,0.00003296057],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978558,0.0002504143,9.126481e-7,0.0007015732,0.0003169412,0.0005366219,0.000002705144,0.00001432402,0.0003207509],"genre_scores_gemma":[0.9997292,0.000001970196,0.000005845326,0.00002777678,0.00008956373,0.00002846452,0.00001430005,0.000006612784,0.00009631777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.400927,"threshold_uncertainty_score":0.1935987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03836710969781899,"score_gpt":0.2882036018030314,"score_spread":0.2498364921052124,"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."}}