{"id":"W1597938904","doi":"10.1111/vru.12161","title":"A SURVEY OF VETERINARY RADIATION FACILITIES IN 2010","year":2014,"lang":"en","type":"article","venue":"Veterinary Radiology & Ultrasound","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation oncology; Private practice; Basal cell; Veterinary medicine; Medical physics; Radiation therapy; Family medicine; Radiology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002064809,0.0003014565,0.0009358212,0.0005258794,0.00007497428,0.000009565808,0.0002919883,0.0004086106,0.0004254552],"category_scores_gemma":[0.001627629,0.0002960083,0.0001216862,0.0004358641,0.0008078555,0.000165199,0.0001134509,0.0005388172,0.00008638811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769608,"about_ca_system_score_gemma":0.0001832213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017369,"about_ca_topic_score_gemma":0.00006708151,"domain_scores_codex":[0.9962474,0.001610244,0.000694239,0.0005684475,0.0002410234,0.0006387],"domain_scores_gemma":[0.9966155,0.002211389,0.0001617719,0.000694409,0.0001382007,0.0001786991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003946336,0.0003644098,0.5642428,0.0003131112,0.0001151251,0.0004172628,0.0007962657,0.00002282987,0.4209558,0.00004091735,0.0009774575,0.007807674],"study_design_scores_gemma":[0.002556342,0.01740726,0.955221,0.00005554192,0.00001947623,0.01643529,0.00008601601,0.0002845761,0.0001945595,0.00006876675,0.007441211,0.0002299419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962327,0.0007269717,0.0001631928,0.0001912181,0.0005277084,0.0005190579,0.00008856285,0.00006718115,0.001483349],"genre_scores_gemma":[0.9971589,0.0002954515,0.0008495838,0.0001368816,0.0001100244,0.00008200411,0.0002565095,0.00003818624,0.001072468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4207612,"threshold_uncertainty_score":0.9999492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0805786557665318,"score_gpt":0.354910714526055,"score_spread":0.2743320587595233,"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."}}