{"id":"W1983563751","doi":"10.1111/jvim.12531","title":"Respiratory Pathogens in Québec Dairy Calves and Their Relationship with Clinical Status, Lung Consolidation, and Average Daily Gain","year":2015,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Université de Montréal; Cegep de Saint Hyacinthe","funders":"Merck Animal Health","keywords":"Medicine; Consolidation (business); Lung; Respiratory system; Intensive care medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346184,0.0001184588,0.000326358,0.0002628388,0.00006219965,0.00001275245,0.00007801793,0.00009926283,0.00009820539],"category_scores_gemma":[0.0007565963,0.00007354331,0.00003449343,0.00008904605,0.0005109988,0.0001534796,0.00006431634,0.0005516166,0.000004248512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007947736,"about_ca_system_score_gemma":0.0003363518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007824493,"about_ca_topic_score_gemma":0.0002461376,"domain_scores_codex":[0.9984911,0.0005408201,0.0005984479,0.0001397255,0.00005181051,0.0001780969],"domain_scores_gemma":[0.998751,0.0005510103,0.0002377961,0.0001090397,0.0002021907,0.0001489476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004287133,0.0002352359,0.9024222,0.0000613449,0.0002412686,0.0005946292,0.00341909,0.00001316281,0.07540132,0.0001277951,0.008640658,0.004556166],"study_design_scores_gemma":[0.01841227,0.01892666,0.8641687,0.001835316,0.0001302055,0.01354845,0.006695844,0.00007802312,0.000742698,0.0004006854,0.07468779,0.0003733387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868,0.01136485,0.0005736757,0.000624175,0.0002642267,0.00009123196,0.00001258364,0.000005805705,0.0002634059],"genre_scores_gemma":[0.9988843,0.0005636966,0.00004056363,0.0002350674,0.0001204201,0.000002061082,0.000005421516,0.000009020277,0.0001394077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07465862,"threshold_uncertainty_score":0.2999009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08598801250263984,"score_gpt":0.3723419526252044,"score_spread":0.2863539401225646,"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."}}