{"id":"W293392175","doi":"","title":"V IS FOR VETERINARIAN — ANIMAL HEALTH WEEK 2003.","year":2003,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Presentation (obstetrics); Medicine; Plan (archaeology); Phone; Medical education; Veterinary medicine; Psychology; Nursing; Family medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008483264,0.0005843056,0.0003593443,0.0006050475,0.002755492,0.004334767,0.0008661209,0.002306354,0.5679832],"category_scores_gemma":[0.00210954,0.0003914353,0.0003703192,0.0006093892,0.0003488809,0.001139994,0.001532395,0.002170187,0.3504349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643797,"about_ca_system_score_gemma":0.002545484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0248815,"about_ca_topic_score_gemma":0.07165859,"domain_scores_codex":[0.9993777,0.00008279798,0.00003534776,0.00009494022,0.0002719169,0.0001372271],"domain_scores_gemma":[0.9988122,0.00009038242,0.00007280156,0.00008302298,0.0004769312,0.0004646363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003104906,0.00004675525,0.0003616146,0.00005411128,0.000001956377,0.00004997984,0.00007460253,0.00001140001,0.0002809202,0.0003941789,0.9678984,0.030795],"study_design_scores_gemma":[0.000003246919,0.0000170719,0.001460754,0.00005541749,6.325201e-7,0.00002514077,0.000143893,0.00001998562,0.00004681786,0.00007205436,0.9981517,0.000003272314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002697803,0.003168598,0.0005433512,0.01686694,0.01059974,0.000328077,0.003891906,0.001466762,0.9604368],"genre_scores_gemma":[0.00304768,0.0007534762,0.0002103825,0.002381086,0.0003196123,0.00005250477,0.001270794,0.0001703887,0.9917942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5679832,"threshold_uncertainty_score":0.6162196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2516654517452895,"score_gpt":0.4299152211958195,"score_spread":0.17824976945053,"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."}}