{"id":"W4399047589","doi":"10.3390/ani14111564","title":"Performance and Cost-Efficiency of Single Hormonal Treatment Protocols in Tropical Anestrous Dairy Cows","year":2024,"lang":"en","type":"article","venue":"Animals","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Prince Edward Island","funders":"Faculty of Veterinary Medicine, Kasetsart University; Science for Equity, Empowerment and Development Division; Kasetsart University","keywords":"Artificial insemination; Pregnancy; Medicine; Hormone; Herd; Estrous cycle; Insemination; Logistic regression; Animal science; Internal medicine; Biology; Veterinary 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006447959,0.00009556601,0.0001641938,0.00001251331,0.00003685655,0.00001821276,0.00008129827,0.00004684198,0.00003032049],"category_scores_gemma":[0.00001724864,0.00003493115,0.00003301082,0.0001719889,0.0001376053,0.00008065232,0.00003111675,0.00005320154,0.00001031955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003160708,"about_ca_system_score_gemma":0.00001015324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003458128,"about_ca_topic_score_gemma":0.000009413506,"domain_scores_codex":[0.9992482,0.00004441385,0.0001662385,0.0002983748,0.0000806176,0.0001621385],"domain_scores_gemma":[0.9997713,0.000101095,0.00003108164,0.00004359172,0.00002071964,0.00003222136],"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":[0.0000776674,0.0002258215,0.04949735,0.00001795891,0.000006789685,0.000007255755,0.00009368524,0.000005056483,0.9175944,0.0002856247,0.00005447671,0.03213392],"study_design_scores_gemma":[0.0001049133,0.00665359,0.9749543,0.00004554365,0.000004828936,0.0000189072,0.00005053404,0.000140992,0.01373606,0.0001769475,0.004028986,0.00008440256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959383,0.0002923661,4.00324e-7,0.0002424487,0.00002044011,0.002894096,0.00001185823,0.00002597531,0.0005740885],"genre_scores_gemma":[0.9985057,0.00002401694,0.00005645347,0.00001339553,0.000105767,0.001214183,0.000004271931,7.282379e-7,0.0000754922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9254569,"threshold_uncertainty_score":0.1424451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05126076517359736,"score_gpt":0.2853724617341742,"score_spread":0.2341116965605769,"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."}}