{"id":"W2221170266","doi":"10.1016/j.cvsm.2014.01.012","title":"Appendix","year":2014,"lang":"en","type":"article","venue":"Veterinary Clinics of North America Small Animal Practice","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Urinalysis; Pharmacodynamics; Pharmacokinetics; Medicine; Adverse effect; Pharmacology; Intensive care medicine; Protocol (science); Blood count; Internal medicine; Alternative medicine; Urine; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001362653,0.0004962128,0.0009628705,0.0002518239,0.0001872492,0.00003855652,0.0007181432,0.0001565005,0.000602279],"category_scores_gemma":[0.003560469,0.0004863039,0.0003824846,0.0005810185,0.0003808551,0.0007661306,0.000498848,0.0007044191,0.001621797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003640647,"about_ca_system_score_gemma":0.0001159118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001976016,"about_ca_topic_score_gemma":0.000005203031,"domain_scores_codex":[0.9955589,0.0009791474,0.00138308,0.0008191909,0.0005384908,0.0007212402],"domain_scores_gemma":[0.9931712,0.003857465,0.001162909,0.001119539,0.0003288831,0.0003600043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07431251,0.00657897,0.0454551,0.001453952,0.001326381,0.02038486,0.00210048,0.0001516915,0.02463412,0.0007037916,0.01687112,0.8060271],"study_design_scores_gemma":[0.0008903603,0.03859115,0.03075427,0.00007501706,0.0001808716,0.005885657,0.0004033546,0.001595551,0.000007925946,0.0000373345,0.9209326,0.0006458894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746506,0.000238521,0.002155626,0.000987867,0.0007023442,0.0003133962,0.00004957468,0.0002295097,0.02067258],"genre_scores_gemma":[0.9789039,0.0004540518,0.01661951,0.003012341,0.0005683943,0.00003446098,0.0001254845,0.00009541579,0.0001864046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9040615,"threshold_uncertainty_score":0.9997588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022079766474009,"score_gpt":0.367307881213026,"score_spread":0.2650999045656252,"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."}}