{"id":"W2073545040","doi":"10.1007/s12094-013-1021-5","title":"Predictive and prognostic value of LPS-stimulated cytokine secretion in metastatic non-small cell lung cancer","year":2013,"lang":"en","type":"article","venue":"Clinical & Translational Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Internal medicine; Performance status; Stimulation; Oncology; Cytokine; Lung cancer; Gastroenterology; Albumin; Cancer","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":[0.0006423101,0.0001717253,0.0006182634,0.0001533296,0.00003025357,0.000005311241,0.00007673341,0.0002597581,0.0004034106],"category_scores_gemma":[0.0003012134,0.0001534061,0.0001417013,0.0002260302,0.0003530188,0.00009324758,0.00002422581,0.000327773,0.00001015391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000811627,"about_ca_system_score_gemma":0.0006854453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006617097,"about_ca_topic_score_gemma":0.00003151915,"domain_scores_codex":[0.9977772,0.0003101593,0.001085522,0.000370452,0.0002189936,0.0002376212],"domain_scores_gemma":[0.9973093,0.001805107,0.0002477283,0.0001352875,0.0002954229,0.0002071759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001224276,0.0009114332,0.989424,0.0004432729,0.0002650604,0.00003805532,0.0002735766,0.0006284325,0.001940566,0.00008596157,0.000135763,0.004629607],"study_design_scores_gemma":[0.005547416,0.000775343,0.8513286,0.000211302,0.000661068,0.000007715512,0.00003122764,0.1404219,0.0001857422,0.0006038254,0.0001136116,0.0001122567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929593,0.0007161351,0.00156645,0.001634551,0.0001858764,0.002043923,0.00006657164,0.00002687522,0.0008003054],"genre_scores_gemma":[0.9922351,0.0001412023,0.006664918,0.0003698028,0.00009924493,0.0003298917,0.0001100291,0.00002181726,0.000028006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1397935,"threshold_uncertainty_score":0.6255718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106035209497188,"score_gpt":0.3709904587000603,"score_spread":0.3399301066050884,"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."}}