{"id":"W2105589914","doi":"10.1002/hed.21468","title":"Prognostic significance of nuclear pSTAT3 in oral cancer","year":2010,"lang":"en","type":"article","venue":"Head & Neck","topic":"Cytokine Signaling Pathways and Interactions","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Immunohistochemistry; Cancer research; Stage (stratigraphy); Medicine; Proportional hazards model; Metastasis; Cancer; Hazard ratio; Oncology; Internal medicine; Clinical significance; Cell; Pathology; Biology; Confidence interval","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":[0.00006366902,0.00007334891,0.0001862673,0.00006980609,0.00002152358,0.000006011229,0.00004588093,0.00004694691,0.001350822],"category_scores_gemma":[0.0001117232,0.00006379654,0.00004988413,0.000155184,0.00004949113,0.00004673416,0.000009426906,0.0003040632,0.00004646573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000223292,"about_ca_system_score_gemma":0.0001028857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001417761,"about_ca_topic_score_gemma":0.00143589,"domain_scores_codex":[0.9993886,0.00001043099,0.0001979949,0.0001396757,0.0001109963,0.0001522858],"domain_scores_gemma":[0.9996036,0.00004022512,0.00005106667,0.000163205,0.00007460646,0.00006728715],"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":[0.0001344843,0.0002790943,0.09638578,0.00008840516,0.00001338818,0.00002525906,0.0003762912,0.00001287427,0.8951937,0.0005106646,0.003175554,0.003804487],"study_design_scores_gemma":[0.002460724,0.001051489,0.6659145,0.0008791702,0.00008761261,0.00007355228,0.0002248395,0.002028745,0.09106085,0.0001903543,0.235761,0.000267137],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948285,0.00004771755,0.000006040851,0.0009664189,0.0002879144,0.0002387319,0.00001491771,0.00002914641,0.003580573],"genre_scores_gemma":[0.9985201,0.00001397812,0.0007645587,0.0002995434,0.0001155327,0.00002511522,0.000004890858,0.00001765129,0.0002386302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8041329,"threshold_uncertainty_score":0.9995621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0297201506499137,"score_gpt":0.3311669619311182,"score_spread":0.3014468112812045,"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."}}