{"id":"W6885821747","doi":"10.1371/journal.pone.0246443.s006","title":"Mutational signature 1 and an unknown signature was seen in all canine OSA lesions.","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Signature (topology); Disease; Mutation; Feature (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007266053,0.0001333048,0.0002266916,0.0001095437,0.00005252406,0.00002181196,0.0000924788,0.0003138391,0.08545249],"category_scores_gemma":[0.0009569781,0.0001219387,0.00003442662,0.0002702102,0.00001629778,0.0001215811,0.0001427007,0.0007352986,0.0001659362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008496986,"about_ca_system_score_gemma":0.0004908793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009784011,"about_ca_topic_score_gemma":0.0001933087,"domain_scores_codex":[0.9988393,0.000117569,0.0001462162,0.0003558133,0.0002676945,0.0002733772],"domain_scores_gemma":[0.9991282,0.0001851948,0.00003059251,0.0002121386,0.0002324171,0.0002114184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005420385,0.0008072753,0.004510534,0.001093473,0.0001669214,0.04090016,0.001554634,0.0001196495,0.07606109,0.00009750748,0.8596154,0.01453129],"study_design_scores_gemma":[0.005375443,0.001754208,0.5096992,0.002964803,0.00005495074,0.008426313,0.0004978404,0.002257349,0.003557605,0.0002211401,0.4646092,0.0005819501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8039824,0.01055749,0.000001640801,0.02123073,0.0001772522,0.001777113,0.1476602,0.0002614998,0.01435163],"genre_scores_gemma":[0.8079628,0.00001422723,0.0008509359,0.001885587,0.0002614387,0.000112119,0.1851607,0.00003276927,0.003719358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5051886,"threshold_uncertainty_score":0.9153835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0986253218631811,"score_gpt":0.3955420073621683,"score_spread":0.2969166854989872,"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."}}