{"id":"W4376867246","doi":"10.1002/vms3.1161","title":"Exploring animal models in oral cancer research and clinical intervention: A critical review","year":2023,"lang":"en","type":"review","venue":"Veterinary Medicine and Science","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Cancer; Medicine; Animal model; Disease; Clinical trial; Animal testing; Cancer prevention; Animal studies; Bioinformatics; Pathology; Biology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.008209235,0.0002094708,0.0008155559,0.000362619,0.0001502683,0.00003187446,0.0004791599,0.0001173397,0.00002242479],"category_scores_gemma":[0.001036367,0.0001551861,0.000090694,0.001021832,0.002424207,0.00002794524,0.0008359472,0.0005507538,0.000005184273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003924215,"about_ca_system_score_gemma":0.0004061854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000759692,"about_ca_topic_score_gemma":0.00005460646,"domain_scores_codex":[0.996842,0.0005941369,0.0006292508,0.000891379,0.0005306656,0.0005126249],"domain_scores_gemma":[0.9988768,0.0002287251,0.00005782425,0.0004005736,0.0001768412,0.0002593092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002713898,0.00006832596,0.000009844703,0.02272498,0.00003047796,0.0001875354,0.00003832893,9.697204e-8,0.0006458424,0.0000623539,0.0005385519,0.9754223],"study_design_scores_gemma":[0.001136151,0.05269439,0.0001002927,0.2238502,0.0001701364,0.000561271,0.0002265209,0.0001899977,0.00002858951,0.0002892127,0.7199885,0.0007647359],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02970036,0.9690858,0.000004135493,0.0004979115,0.0001662941,0.0004584705,0.000008584036,0.000008040784,0.00007037215],"genre_scores_gemma":[0.001820999,0.9973143,0.00003307809,0.00008833052,0.0003127581,0.0002930885,0.00001102935,0.00002567216,0.0001007019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9746575,"threshold_uncertainty_score":0.8932092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8126457872694012,"score_gpt":0.6305576657785624,"score_spread":0.1820881214908388,"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."}}