{"id":"W2116871245","doi":"10.1158/1078-0432.ccr-06-1805","title":"Multiplex Analysis of Serum Cytokines in Melanoma Patients Treated with Interferon-α2b","year":2007,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"Melanoma; Medicine; Proinflammatory cytokine; Immunology; Vascular endothelial growth factor; Tumor necrosis factor alpha; Interferon; Macrophage inflammatory protein; Chemokine; Hepatocyte growth factor; Internal medicine; Cancer research; Inflammation; Receptor","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":[0.000362204,0.0003073892,0.0003369706,0.0006664177,0.0002331923,0.000378593,0.0001092699,0.0002663255,0.0004916764],"category_scores_gemma":[0.0007500166,0.0001330559,0.0001409015,0.0003476069,0.0001491968,0.0001442319,0.0001385531,0.0002503438,0.0001723234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322154,"about_ca_system_score_gemma":0.0001132044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004130467,"about_ca_topic_score_gemma":0.0004698152,"domain_scores_codex":[0.9997259,0.00009390478,0.00003039706,0.00006672819,0.0000586509,0.00002446981],"domain_scores_gemma":[0.9997365,0.000066313,0.0001167543,0.00001265823,0.00003075602,0.00003698513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001272965,0.00009157283,0.9747917,0.00003127916,0.00004471334,0.0003866141,0.0001198919,0.0002444865,0.01596593,0.0000164207,0.0001053847,0.006928932],"study_design_scores_gemma":[0.00007187473,0.001118193,0.9779635,0.00002745036,0.00009913898,0.002981812,0.000235124,0.004630608,0.01205754,0.00009574266,0.0007078005,0.00001119473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998956,0.0004214431,0.0002870633,0.00002117581,0.000007303483,0.00001150389,0.00009888648,0.000007356792,0.000189386],"genre_scores_gemma":[0.9992844,0.0001048241,0.0003503366,0.00002021182,0.000009007978,0.00001261306,0.0001283367,9.938906e-7,0.00008924663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006664177,"threshold_uncertainty_score":0.001915514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09514980259824807,"score_gpt":0.4932633248787742,"score_spread":0.3981135222805262,"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."}}