{"id":"W1986377103","doi":"10.1007/s12105-007-0029-y","title":"Comparative Study of the Expression of p53, Ki67, E-cadherin and MMP-1 in Verrucous Hyperplasia and Verrucous Carcinoma of the Oral Cavity","year":2007,"lang":"en","type":"article","venue":"Head and Neck Pathology","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Verrucous carcinoma; Pathology; Immunohistochemistry; H&E stain; Medicine; Staining; Carcinoma","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":[0.0003399794,0.0001360431,0.0004769639,0.00004987367,0.0001056798,0.000001878194,0.00008959939,0.0001546543,0.000005935447],"category_scores_gemma":[0.00002292541,0.00008176647,0.00003022009,0.0001160589,0.0004243287,0.00003366781,0.0001717113,0.0002166585,6.737825e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000165757,"about_ca_system_score_gemma":0.00002873243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005156545,"about_ca_topic_score_gemma":0.004553843,"domain_scores_codex":[0.9986691,0.0003945862,0.0003822,0.0002457257,0.0001109682,0.0001974589],"domain_scores_gemma":[0.9992801,0.0001611716,0.0002068998,0.0002702033,0.00003776064,0.00004389096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004131997,0.000559045,0.9830611,0.00007579596,0.000007887427,0.0001715924,0.004985148,0.000001894476,0.01012273,0.00006445574,0.00001107374,0.000526074],"study_design_scores_gemma":[0.002672824,0.001002666,0.9816461,0.00005617681,0.00003471243,0.0004607595,0.002176111,0.00000954186,0.01176933,0.0001004373,0.00001116856,0.0000601856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981291,0.0009369078,0.000001512267,0.00002671897,0.0001878341,0.0004708664,0.00003208951,0.00000425611,0.0002107745],"genre_scores_gemma":[0.9998118,0.00002545044,0.00006482885,0.00002876451,0.000009363485,0.000008574631,0.000001118878,0.000006093641,0.00004398199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004038188,"threshold_uncertainty_score":0.333434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04279327583263248,"score_gpt":0.3445155800692907,"score_spread":0.3017223042366582,"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."}}