{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001847568,0.000223397,0.0003233939,0.000987967,0.0002307453,0.0006354068,0.0002381256,0.0004882644,0.0006859422],"category_scores_gemma":[0.004192707,0.0002826341,0.0002925773,0.00032978,0.0006473436,0.0005940155,0.0003940941,0.0002335548,0.0001846424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007232857,"about_ca_system_score_gemma":0.0002978505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162419,"about_ca_topic_score_gemma":0.005166317,"domain_scores_codex":[0.9989806,0.0002331212,0.0001234115,0.000194777,0.0003502738,0.000117891],"domain_scores_gemma":[0.9970955,0.001065814,0.0007998144,0.0001322141,0.0005278644,0.0003788324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003062164,0.0003268353,0.9088556,0.0001975293,0.000146604,0.001679012,0.0006889314,0.0003875578,0.07180212,0.00006528808,0.00008414922,0.01270419],"study_design_scores_gemma":[0.00003942777,0.003298844,0.9798645,0.00003044105,0.0001004979,0.003497274,0.0005628761,0.001238675,0.01095115,0.00003470078,0.0003664121,0.00001514435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993777,0.0002547627,0.0001710682,0.000006552462,0.000002603877,0.00001760823,0.00002654919,0.000002358902,0.000140757],"genre_scores_gemma":[0.9988198,0.0001329762,0.0008369811,0.00001472635,0.000002827557,0.000007704024,0.0001070881,0.000001675503,0.00007619052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002162419,"threshold_uncertainty_score":0.009770989,"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."}}