{"id":"W2172288173","doi":"10.1016/j.aodf.2007.10.014","title":"Tissue Biomarkers for Diagnosis & Management of Oral Squamous Cell Carcinoma","year":2007,"lang":"en","type":"review","venue":"Alpha Omegan","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"HMGA2; Immunohistochemistry; Internal medicine; Medicine; Basal cell; Cancer; Oncology; Carcinoma; Cancer research; Pathology; Biology; Gene; microRNA","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001039767,0.0007268504,0.002174731,0.002574372,0.0002072614,0.0009107318,0.0007062696,0.0007655436,0.002044976],"category_scores_gemma":[0.001841183,0.000252136,0.0007791051,0.002945706,0.000403769,0.0007504369,0.000474809,0.0006707637,0.000591736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005130935,"about_ca_system_score_gemma":0.00103042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002218188,"about_ca_topic_score_gemma":0.004433254,"domain_scores_codex":[0.9997166,0.00007430239,0.00006151841,0.00004489946,0.00008908799,0.00001353756],"domain_scores_gemma":[0.9991338,0.0005659873,0.0001572015,0.00001350061,0.0001104725,0.00001903994],"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":[0.0001381596,0.00004774869,0.001335363,0.04627975,0.0005861514,0.0002621239,0.00004575567,0.000132383,0.0007768081,0.0006886207,0.008610546,0.9410965],"study_design_scores_gemma":[0.0002100339,0.0004719517,0.01800689,0.07846782,0.005146482,0.00468197,0.0005558373,0.0002432751,0.00238069,0.003355069,0.8863957,0.00008425279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009406974,0.9995727,0.00002400379,0.0000685755,0.00004097526,0.000002765723,0.00001077767,9.621589e-7,0.0001851943],"genre_scores_gemma":[0.001107959,0.998505,0.0001181363,0.00008678503,0.00004862668,0.000005614214,0.00001607776,3.364518e-7,0.0001115639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002574372,"threshold_uncertainty_score":0.006841123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102005961620772,"score_gpt":0.3983195641846459,"score_spread":0.2963136025638738,"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."}}