{"id":"W4308186554","doi":"","title":"Breed predilections and prognosis for subungual squamous cell carcinoma in dogs.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Breed; Medicine; Basal cell; Odds ratio; Biopsy; Pathology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004374736,0.00007728463,0.0001722503,0.0002147548,0.0001507738,0.000009620751,0.0000740514,0.00004543237,0.00005890243],"category_scores_gemma":[0.0001216699,0.00007948393,0.00003970527,0.0002799123,0.00006512312,0.00003940233,0.0001466158,0.0002530103,0.000001087228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164883,"about_ca_system_score_gemma":0.0000968651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001269443,"about_ca_topic_score_gemma":0.00007944499,"domain_scores_codex":[0.9989285,0.00008347508,0.000149393,0.0002536358,0.0001692609,0.0004156631],"domain_scores_gemma":[0.9995319,0.0001426316,0.00002690412,0.0001281318,0.0000373481,0.0001331089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001322967,0.001127653,0.9750336,0.0001945889,0.00001505969,0.0002096668,0.000653466,0.00000907626,0.001269565,0.00001565634,0.005412426,0.01473623],"study_design_scores_gemma":[0.003867685,0.001810658,0.9846049,8.158125e-7,0.00003685413,0.0006574269,0.0002645692,0.0003230801,0.0003547088,0.00002732904,0.007970893,0.00008109069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920565,0.0002977526,0.000006578371,0.002068253,0.0001416756,0.003206186,0.00003493253,0.00003996936,0.002148091],"genre_scores_gemma":[0.97277,0.000002357268,0.0001556061,0.0001307524,0.00008261899,0.02400294,0.0000248892,0.00001919286,0.002811662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02079676,"threshold_uncertainty_score":0.3241261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05315692990343043,"score_gpt":0.2981257091563645,"score_spread":0.2449687792529341,"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."}}