{"id":"W2147517204","doi":"10.54846/jshap/445","title":"Diarrhea in nursery pigs associated with multiple concurrent pathogens","year":2005,"lang":"en","type":"article","venue":"Journal of Swine Health and Production","topic":"Veterinary medicine and infectious diseases","field":"Veterinary","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hudbay Minerals (Canada)","funders":"","keywords":"Diarrhea; Biology; Virology; Veterinary medicine; Microbiology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006085758,0.0001099261,0.0002722581,0.00017854,0.00008386796,0.00001017149,0.00003383038,0.00003749789,0.00002695047],"category_scores_gemma":[0.000414691,0.00008164853,0.00003596421,0.0001763779,0.00003653895,0.0003184788,0.000008263297,0.0002529669,0.00000261659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436218,"about_ca_system_score_gemma":0.0002076718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003785547,"about_ca_topic_score_gemma":0.00004691281,"domain_scores_codex":[0.9988472,0.000153202,0.0004644975,0.0001408231,0.0001819966,0.0002122233],"domain_scores_gemma":[0.9991192,0.00004577937,0.0003831077,0.00008044618,0.0001343558,0.0002371365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004969668,0.002925626,0.6762843,0.0005628005,0.0001559484,0.0004058614,0.005443904,0.0003014554,0.004492201,0.0000175527,0.02253485,0.2819058],"study_design_scores_gemma":[0.006828476,0.02505727,0.9278187,0.001875768,0.0000789224,0.009156472,0.001275624,0.0006478911,0.0001727052,0.00005147616,0.02662796,0.0004087781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884865,0.003307728,0.00003442034,0.00733265,0.0005773245,0.0001937937,0.00000724704,0.00001730835,0.00004301601],"genre_scores_gemma":[0.9973654,0.001017584,0.00008067591,0.0004133792,0.00105857,0.00000454958,0.00001272234,0.00001205674,0.00003506984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.281497,"threshold_uncertainty_score":0.3329531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05051704887229157,"score_gpt":0.3370700596477347,"score_spread":0.2865530107754432,"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."}}