{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002582697,0.0005476479,0.0005033051,0.001743844,0.0008053585,0.0006923173,0.000486464,0.001003904,0.2099927],"category_scores_gemma":[0.0008169794,0.0003902425,0.0005109953,0.0007873027,0.0005775003,0.0007289335,0.000325569,0.001047167,0.0236037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005770922,"about_ca_system_score_gemma":0.0006043325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004977761,"about_ca_topic_score_gemma":0.02009631,"domain_scores_codex":[0.9998065,0.000006390572,0.00001569571,0.000053828,0.00007259518,0.00004498433],"domain_scores_gemma":[0.9995245,0.000115421,0.0000705482,0.00007252143,0.0001255175,0.0000916],"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":[0.001855308,0.0002071207,0.02317203,0.003371746,0.0001811031,0.007697729,0.0004013314,0.0009324296,0.5069385,0.002993658,0.3456798,0.1065691],"study_design_scores_gemma":[0.0002072996,0.0003295781,0.2082208,0.0006913777,0.0003022408,0.02597007,0.00104371,0.002951484,0.1291297,0.001819895,0.6292291,0.0001048842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3006843,0.00467355,0.02900751,0.007410008,0.004280414,0.001391637,0.5152138,0.01054618,0.1267926],"genre_scores_gemma":[0.5794215,0.003091282,0.06689761,0.00247774,0.0004390709,0.0005432542,0.2138262,0.003985412,0.129318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2099927,"threshold_uncertainty_score":0.7024956,"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."}}