{"id":"W4220768706","doi":"10.3390/jcm11071793","title":"Malignant Transformation Rate of Oral Submucous Fibrosis: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oral submucous fibrosis; Meta-analysis; Gastroenterology; Internal medicine; Dermatology","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":[0.01010999,0.002005442,0.01283757,0.006033171,0.0006805106,0.002879231,0.001801276,0.001815333,0.003314194],"category_scores_gemma":[0.02180198,0.001160603,0.03253786,0.006911948,0.0005682869,0.001554451,0.001215453,0.001475097,0.0002529002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874997,"about_ca_system_score_gemma":0.00276549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005238561,"about_ca_topic_score_gemma":0.01380061,"domain_scores_codex":[0.9929388,0.002946451,0.002198667,0.0007914453,0.0008508193,0.0002738221],"domain_scores_gemma":[0.9850091,0.01067516,0.002381722,0.0004397276,0.00127457,0.0002198075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001779976,0.00003728777,0.01032413,0.4016049,0.5707829,0.0003090373,0.000130458,0.0005699492,0.0002563999,0.0001452516,0.0008010383,0.01325864],"study_design_scores_gemma":[0.0003418159,0.0001882116,0.008143095,0.02446842,0.964151,0.0002320447,0.00006384741,0.00022583,0.0001131074,0.0001768651,0.001867151,0.00002867407],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007243418,0.9910117,0.0003903586,0.0001821369,0.00009579745,0.0002152696,0.0005941155,0.00001587835,0.000251313],"genre_scores_gemma":[0.2071733,0.7875217,0.00190586,0.0007360034,0.0002856236,0.0008883494,0.001096852,0.00002410254,0.0003681251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01283757,"threshold_uncertainty_score":0.05346739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3856649282170213,"score_gpt":0.5442232239758592,"score_spread":0.1585582957588379,"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."}}