{"id":"W7125759575","doi":"","title":"Characterization of canine metastatic pulmonary nodules on <sup>18</sup>F-fluorodeoxyglucose positron emission tomography/computed tomography.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Positron emission tomography; Medical imaging; Interpretation (philosophy); Clinical Practice; Diagnostic test; Nodule (geology)","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"],"consensus_categories":[],"category_scores_codex":[0.0005594576,0.0002980031,0.0006480476,0.001261765,0.000117436,0.00002231052,0.000266498,0.0001612812,0.00008682651],"category_scores_gemma":[0.0001635784,0.0002626123,0.0002385504,0.001602411,0.0001865796,0.0001490007,0.0001535326,0.0003816228,0.000006371017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251896,"about_ca_system_score_gemma":0.00009395823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004545618,"about_ca_topic_score_gemma":0.000001990411,"domain_scores_codex":[0.9974704,0.0002770021,0.0005657416,0.0005596546,0.0004979142,0.0006293345],"domain_scores_gemma":[0.998519,0.0001753064,0.0001645936,0.0006043643,0.0002575764,0.000279144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005671182,0.004227289,0.09819394,0.001497633,0.00101995,0.000589332,0.0002227665,0.00009367232,0.4685904,0.0002177709,0.001367083,0.418309],"study_design_scores_gemma":[0.001814364,0.0007403343,0.9643286,0.0002611882,0.0002512876,0.0001945021,0.00004111868,0.002774687,0.02792421,0.00008111145,0.001380701,0.000207827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920881,0.0003274755,0.0003818835,0.001642979,0.0001708039,0.002294349,0.00006168536,0.0001503663,0.002882357],"genre_scores_gemma":[0.9953832,0.00006352205,0.0007182434,0.0003855128,0.00009404674,0.000971924,0.0004160445,0.00003799238,0.001929501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8661347,"threshold_uncertainty_score":0.9999826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02759665320088283,"score_gpt":0.2890021079819651,"score_spread":0.2614054547810822,"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."}}