{"id":"W2765506666","doi":"10.1016/j.cyto.2017.10.025","title":"Meeting summary: 2nd Aegean Conference on Cytokine Signaling in Cancer","year":2017,"lang":"en","type":"article","venue":"Cytokine","topic":"Biomarkers in Disease Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Biology; Immunology; Library science; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000387287,0.0002453511,0.0003401813,0.0001262179,0.0004140474,0.00005966635,0.0006495512,0.0002604137,0.001226655],"category_scores_gemma":[0.0002049073,0.0002290543,0.00007660237,0.0000662205,0.0002565496,0.0001125063,0.0001819612,0.000362754,0.0001917436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009918463,"about_ca_system_score_gemma":0.0000808011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007532368,"about_ca_topic_score_gemma":0.0005301122,"domain_scores_codex":[0.9985645,0.0001316826,0.0002936385,0.0004626638,0.00005861394,0.0004888751],"domain_scores_gemma":[0.9988503,0.00008289348,0.0002380673,0.0007209299,0.00006591855,0.00004185413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003450268,0.0001491784,0.006326149,0.00002852737,0.00008705477,0.00005815611,0.0001448679,0.00001386461,0.9815618,0.002574166,0.002320433,0.00639079],"study_design_scores_gemma":[0.002953956,0.0001656061,0.01294071,0.000751241,0.00005331741,0.00001206905,0.0001711577,0.00005197871,0.9654863,0.001450922,0.01550891,0.0004538217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639894,0.001623161,0.00009288335,0.001839841,0.001948755,0.0004104167,0.0002650258,0.0001333968,0.02969716],"genre_scores_gemma":[0.9976373,0.0001084907,0.0001438922,0.0003012375,0.00009580847,0.00005161282,0.00007237856,0.00002993787,0.001559309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03364797,"threshold_uncertainty_score":0.9996864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041393337177755,"score_gpt":0.2981914043077849,"score_spread":0.2577774709360073,"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."}}