{"id":"W2902049234","doi":"10.3389/fonc.2018.00585","title":"Plasma-Derived Inflammatory Proteins Predict Oral Squamous Cell Carcinoma","year":2018,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Macrophage Migration Inhibitory Factor","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Multiplex; Inflammation; Chemokine; Oncology; Internal medicine; Disease; Interleukin 1 receptor antagonist; Cancer; Carcinoma; Cancer research; Receptor; Bioinformatics; Antagonist; Receptor antagonist; 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":[0.0003841498,0.0003185381,0.0002313893,0.0006024147,0.0001894643,0.0004005996,0.0001403051,0.0003725216,0.001163068],"category_scores_gemma":[0.001224097,0.0001355174,0.0002260411,0.0004648587,0.0001386672,0.0001802226,0.0002474461,0.0003570567,0.0002706982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204023,"about_ca_system_score_gemma":0.0001383349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000682768,"about_ca_topic_score_gemma":0.0009167097,"domain_scores_codex":[0.9998637,0.00003178867,0.00001807971,0.00002886555,0.00003515184,0.0000223529],"domain_scores_gemma":[0.9996544,0.00009362499,0.0001082732,0.00002038961,0.00007403599,0.00004924177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003577706,0.00005332513,0.9905369,0.00002106066,0.00003442703,0.0000590055,0.0000301762,0.0001201838,0.004184807,0.00001253424,0.0001593711,0.004430314],"study_design_scores_gemma":[0.000007962576,0.0001120805,0.9972848,0.00000773274,0.00004093902,0.0002230504,0.0001042002,0.0008302743,0.001042627,0.00004147448,0.000300975,0.000003912503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981449,0.0009110391,0.0003074737,0.00003532181,0.000009907762,0.00001493701,0.0002043798,0.0000118219,0.0003602901],"genre_scores_gemma":[0.9990464,0.0001899389,0.0002928675,0.00001985305,0.00001155599,0.00001293456,0.0002007238,0.000001530092,0.0002242155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001163068,"threshold_uncertainty_score":0.003890812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00932269512454944,"score_gpt":0.2297552075641183,"score_spread":0.2204325124395689,"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."}}