{"id":"W2313575021","doi":"10.1158/1940-6207.prev-09-a19","title":"Abstract A19: S100A7, a prognosticator and early predictive marker for head and neck/oral squamous cell carcinoma","year":2010,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; IONICS Mass Spectrometry (Canada)","funders":"","keywords":"Immunohistochemistry; Biomarker; Medicine; Head and neck squamous-cell carcinoma; Receiver operating characteristic; Pathology; Carcinoma; Internal medicine; Oncology; Cancer; Head and neck cancer; Biology","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":[0.0005124133,0.0001127931,0.0001092465,0.00006175502,0.000175193,0.00007206713,0.0001107398,0.00016686,0.00006808223],"category_scores_gemma":[0.0001370997,0.0001047545,0.00005315146,0.0000707518,0.0001962581,0.00001088574,0.0001208358,0.0002491814,0.000002143998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001114073,"about_ca_system_score_gemma":0.0001771897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001983825,"about_ca_topic_score_gemma":0.000279153,"domain_scores_codex":[0.9988959,0.00004410939,0.0001419097,0.000415847,0.0001645766,0.0003376983],"domain_scores_gemma":[0.9993206,0.00003778213,0.00004224025,0.0002029871,0.0002325367,0.0001637981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007466832,0.0002210775,0.1997449,0.000286323,0.00003009123,0.000004041653,0.0001085305,8.284504e-7,0.7725914,0.0001438849,0.002460596,0.02366162],"study_design_scores_gemma":[0.001824702,0.001432615,0.8328955,0.00003065091,0.00001591148,0.00000496717,0.00007777866,0.00009904156,0.1433444,0.0004836061,0.01960607,0.0001847596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962319,0.00161226,0.0001608461,0.0001675593,0.00008845441,0.001080221,0.00007310962,0.000008573784,0.0005770372],"genre_scores_gemma":[0.9964012,0.00009786372,0.0004643727,0.00002028976,0.0002377812,0.0007041194,0.00002856919,0.00002393945,0.0020219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6331506,"threshold_uncertainty_score":0.4271763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252312141780945,"score_gpt":0.3625122789943227,"score_spread":0.3299891575765133,"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."}}