{"id":"W2949631036","doi":"10.1111/vcp.12751","title":"Fine‐needle aspiration of cutaneous, subcutaneous, and intracavitary masses in dogs and cats using 22‐ vs 25‐gauge needles","year":2019,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"University of Prince Edward Island","keywords":"Medicine; Fine-needle aspiration; Cytology; Pathology; Biopsy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008365841,0.0002459667,0.0009987016,0.0003119892,0.00004625954,0.00001052413,0.0001342177,0.0005359629,0.0001770307],"category_scores_gemma":[0.0004721697,0.0002320342,0.00008682504,0.0002068497,0.0007095641,0.0001368173,0.0003676766,0.0006870025,0.00002401536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005483031,"about_ca_system_score_gemma":0.000122982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001114773,"about_ca_topic_score_gemma":0.00002634419,"domain_scores_codex":[0.9971581,0.0005951483,0.0009705348,0.0006512167,0.0001868156,0.0004381583],"domain_scores_gemma":[0.9980442,0.001043853,0.000199054,0.0004368185,0.00008710856,0.000188978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004232779,0.0005164586,0.6589494,0.0004684614,0.00004177627,0.01695922,0.0002796383,0.000006611851,0.3069268,0.00006577781,0.00004217309,0.0115109],"study_design_scores_gemma":[0.004438851,0.06987611,0.7173221,0.0003390728,0.0001157914,0.2036774,0.0003247465,0.001756989,0.0001299446,0.0006847499,0.0009037085,0.000430623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972203,0.0006445514,0.00001992054,0.0005290151,0.0003147145,0.0006772142,0.00002549235,0.00003516613,0.0005336669],"genre_scores_gemma":[0.9932635,0.0003030639,0.005745992,0.0003551905,0.0001132256,0.00001214103,0.00003239737,0.00003768879,0.0001367676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3067968,"threshold_uncertainty_score":0.9462079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09664283071627121,"score_gpt":0.417234653049784,"score_spread":0.3205918223335128,"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."}}