{"id":"W4396842941","doi":"10.46298/raspa.13534","title":"Use of epidemiological tools in the evaluation of six empirical methods of pregnancy diagnosis in mares in Senegal: a pilot study","year":2025,"lang":"en","type":"article","venue":"[RASPA] Revue africaine de santé et de productions animales","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de la Santé et des Services Sociaux (Québec)","funders":"","keywords":"Epidemiology; Pregnancy; Medicine; Obstetrics; Environmental health; Gynecology; Biology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005440777,0.0008092765,0.0005103039,0.002356392,0.0004228225,0.0006824853,0.0003527456,0.0005736166,0.000378639],"category_scores_gemma":[0.01026335,0.0003880755,0.0005990423,0.001210342,0.0006993649,0.0007075341,0.0008040549,0.0004198456,0.000116724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005230862,"about_ca_system_score_gemma":0.0005529188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003695968,"about_ca_topic_score_gemma":0.006231097,"domain_scores_codex":[0.9960936,0.002805214,0.000268506,0.0002421044,0.0003577197,0.000232841],"domain_scores_gemma":[0.9945676,0.002940842,0.001052055,0.0002539499,0.0008152843,0.0003703117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001048062,0.0006094433,0.9831103,0.00009467497,0.0000818124,0.0003967114,0.001475388,0.0002010217,0.001228046,0.00003602958,0.00002822643,0.01169033],"study_design_scores_gemma":[0.000062001,0.004504691,0.9895768,0.00004677568,0.0001042883,0.0006598125,0.002582756,0.001364635,0.0007510454,0.00003030423,0.0002977368,0.00001911107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994236,0.0001550264,0.0001282008,0.00001497543,0.000002630321,0.00005647092,0.00003184169,0.000001611601,0.0001857128],"genre_scores_gemma":[0.9989441,0.0001633012,0.0007170668,0.00001367423,0.000004734834,0.00005627425,0.00005515829,7.761678e-7,0.00004483816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005440777,"threshold_uncertainty_score":0.0287739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5958543539661538,"score_gpt":0.5747612641070049,"score_spread":0.02109308985914893,"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."}}