{"id":"W2023233827","doi":"10.1186/1471-2407-14-791","title":"The clinical and biological significance of STAT1 in esophageal squamous cell carcinoma","year":2014,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Cytokine Signaling Pathways and Interactions","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China-Guangdong Joint Fund; Canadian Institutes of Health Research; Shantou University Medical College; National Natural Science Foundation of China; Shantou University; University of Alberta; University of Hong Kong","keywords":"Gene knockdown; STAT1; Cancer research; Medicine; STAT protein; STAT3; Cancer; Esophageal cancer; Carcinogenesis; Cell; Biology; Cell culture; Internal medicine; Signal transduction; Receptor; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004395644,0.0002140844,0.0002306822,0.0005942964,0.0002895377,0.0003412226,0.0001616221,0.0003033653,0.001315185],"category_scores_gemma":[0.0007678362,0.0001019312,0.0002079874,0.0004967686,0.00037913,0.0002506296,0.0002542768,0.000256545,0.0002382476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883245,"about_ca_system_score_gemma":0.0001973944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003668402,"about_ca_topic_score_gemma":0.0006744862,"domain_scores_codex":[0.9998166,0.00003642631,0.00003038066,0.00003471133,0.00004701901,0.00003497737],"domain_scores_gemma":[0.9994753,0.0001703258,0.0001731065,0.0000236657,0.00006638285,0.00009120481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001277356,0.00003645749,0.9645165,0.0001118946,0.0000415994,0.0007740699,0.00006355419,0.0001381709,0.02225924,0.00003808416,0.0001993109,0.01054375],"study_design_scores_gemma":[0.00001528128,0.0002894399,0.9887958,0.00001449458,0.00008533695,0.004019223,0.0001260205,0.000427122,0.005569507,0.00007194251,0.0005808277,0.000005051538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973152,0.0018512,0.0001384038,0.00005739521,0.00000654106,0.000007742377,0.0001413936,0.000005264779,0.0004768435],"genre_scores_gemma":[0.9993674,0.0002757984,0.00008725135,0.00001629049,0.000009202647,0.000003911069,0.000162038,0.000001189376,0.00007679357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001315185,"threshold_uncertainty_score":0.004399717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06406045535920248,"score_gpt":0.3485089459733395,"score_spread":0.2844484906141371,"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."}}