{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006625026,0.0003590199,0.0003903952,0.001338978,0.0002344577,0.0005262699,0.0002246245,0.0003020091,0.00427179],"category_scores_gemma":[0.001083854,0.0001577988,0.0003010767,0.0007217079,0.0001898828,0.0002014566,0.0002270791,0.0003406602,0.00133728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005587,"about_ca_system_score_gemma":0.0002966984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118835,"about_ca_topic_score_gemma":0.001187772,"domain_scores_codex":[0.9997836,0.00003977455,0.00002613399,0.00004077467,0.00008508988,0.00002474826],"domain_scores_gemma":[0.9994301,0.0001624872,0.00009772823,0.00002865327,0.0002112523,0.00006977225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003718286,0.0003603053,0.8098506,0.0002027458,0.0002499473,0.0008374361,0.00006457934,0.0004822565,0.1331423,0.00006297288,0.002220176,0.04880834],"study_design_scores_gemma":[0.00006806904,0.0009568286,0.926398,0.00002683558,0.0002673689,0.002527113,0.00008246957,0.003883669,0.06296653,0.0001728862,0.002631948,0.00001833562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940247,0.002223767,0.001237386,0.0001024821,0.00004560638,0.0000382076,0.001074553,0.00008550202,0.001167841],"genre_scores_gemma":[0.9959776,0.0004210669,0.001335158,0.00003194612,0.00003476924,0.00002653417,0.001239865,0.00000972624,0.0009233172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00427179,"threshold_uncertainty_score":0.01429051,"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."}}