{"id":"W2806802870","doi":"10.1186/s41199-018-0029-5","title":"Predictors of circulating INTERLEUKIN-6 levels in head and neck cancer patients","year":2018,"lang":"en","type":"article","venue":"Cancers of the Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Cancer Institute; Canadian Cancer Society Research Institute","keywords":"Medicine; Internal medicine; Confounding; Oncology; Cancer; Head and neck cancer; Multivariate analysis; Body mass index; Interleukin; Cytokine; Gastroenterology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001187065,0.0001649187,0.0005426541,0.00008418095,0.00006987552,0.000003830219,0.0001345787,0.00007351401,0.00005811542],"category_scores_gemma":[0.0001437164,0.0001191431,0.00008669775,0.0003100339,0.0004028265,0.000068584,0.0001244275,0.000166785,0.000001431068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003859106,"about_ca_system_score_gemma":0.0003153922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00276258,"about_ca_topic_score_gemma":0.003812477,"domain_scores_codex":[0.9986942,0.00003534333,0.0004532333,0.0002561006,0.0002738041,0.0002873296],"domain_scores_gemma":[0.9991636,0.00004501092,0.0002072025,0.0002927603,0.0002049726,0.00008646404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000218751,0.00006347906,0.9860249,0.0003171549,0.0000931035,0.000001201887,0.003374902,0.00001205138,0.00356566,0.00001281499,0.001309338,0.005006611],"study_design_scores_gemma":[0.002830286,0.0007311662,0.9816792,0.003028739,0.00005852426,0.000002351282,0.0002017395,0.0001451671,0.009226986,0.00003365098,0.001950872,0.0001112903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947926,0.001365239,0.000001371181,0.0005057359,0.0007730531,0.0004084816,0.00005081874,0.00001374159,0.002088922],"genre_scores_gemma":[0.9989247,0.0001535957,0.00007890455,0.0004057961,0.0002015488,0.00002942798,0.000001462107,0.00002176025,0.0001827471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005661327,"threshold_uncertainty_score":0.4858514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356493978477034,"score_gpt":0.3192829024170983,"score_spread":0.283633504569395,"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."}}