{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006120489,0.001305371,0.002681426,0.004601414,0.0005412398,0.002503352,0.00187311,0.0029747,0.003301884],"category_scores_gemma":[0.004918719,0.0005684594,0.001569283,0.003209664,0.001837602,0.00373063,0.001111547,0.00280484,0.001751917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243719,"about_ca_system_score_gemma":0.002349818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377246,"about_ca_topic_score_gemma":0.001856118,"domain_scores_codex":[0.9982817,0.0006680433,0.0003062226,0.0001386653,0.0005318735,0.00007353695],"domain_scores_gemma":[0.9945715,0.003876881,0.0003947098,0.0001271168,0.0009129767,0.0001168735],"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":[0.000163316,0.0001655929,0.0004503841,0.04411051,0.0001718475,0.0005420174,0.0001977421,0.0003116001,0.00228367,0.006478697,0.04152901,0.9035956],"study_design_scores_gemma":[0.00003327928,0.0003224039,0.001024878,0.0201402,0.0004018501,0.002333135,0.0002845041,0.0001896882,0.001024922,0.004799749,0.9693773,0.00006803191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001108092,0.9972268,0.0005777003,0.0008634887,0.0004670465,0.00003983031,0.00002046643,0.00001031145,0.0006835997],"genre_scores_gemma":[0.0004453783,0.9976222,0.0009480125,0.0004039892,0.0003128739,0.00005190711,0.00002785752,0.000003341543,0.0001845087],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006120489,"threshold_uncertainty_score":0.0323686,"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."}}