{"id":"W2117635193","doi":"10.1158/0008-5472.can-04-3153","title":"Toluidine Blue Staining Identifies High-Risk Primary Oral Premalignant Lesions with Poor Outcome","year":2005,"lang":"en","type":"article","venue":"Cancer Research","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Cancer Agency; Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"National Institute of Dental and Craniofacial Research","keywords":"OPLS; Toluidine; Stain; Staining; Pathology; Medicine; Internal medicine; Biology; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001433506,0.0001969365,0.0003668933,0.0002232687,0.0007781697,0.00007322305,0.0002746104,0.0001545685,0.0008861936],"category_scores_gemma":[0.00009917302,0.0001440978,0.00006321966,0.0004025301,0.0003034762,0.0002433126,0.0002205182,0.0007619387,0.000905356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006827686,"about_ca_system_score_gemma":0.0004654717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003094046,"about_ca_topic_score_gemma":0.006154398,"domain_scores_codex":[0.9968408,0.00053491,0.0004107053,0.0005442406,0.0007496428,0.0009196775],"domain_scores_gemma":[0.9986178,0.0002222228,0.0001069112,0.0005106852,0.0002942761,0.0002480574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002271086,0.001133602,0.8573719,0.0008762656,0.0004984145,0.003993,0.002367213,0.0007905756,0.008041975,0.002998687,0.03301975,0.08663758],"study_design_scores_gemma":[0.006307118,0.001465263,0.9146195,0.0005240036,0.0002028215,0.0002089967,0.001480332,0.00009106214,0.04806221,0.0005773684,0.0257563,0.0007050337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941182,0.002179191,0.00008006461,0.001855047,0.0003000385,0.0006286561,0.000176437,0.0001031854,0.0005592119],"genre_scores_gemma":[0.9780478,0.0003797968,0.0007613275,0.0001975155,0.0003170375,0.0004012609,0.00003874777,0.00004292828,0.01981361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08593255,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337270775125882,"score_gpt":0.4556147568142325,"score_spread":0.3218876793016443,"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."}}