{"id":"W2280347283","doi":"10.1016/j.cyto.2015.08.250","title":"ID: 247","year":2015,"lang":"en","type":"article","venue":"Cytokine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Social Innovation; University of British Columbia","funders":"","keywords":"Immune system; Immunology; Biology; Cytokine; Inflammation; Lung; Stromal cell; Virus; Mediator; Medicine; Cancer research; Cell biology","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":[0.0002285616,0.00006311731,0.0001221038,0.0001154619,0.000029085,0.00001470065,0.00005250731,0.00004799614,0.0004016648],"category_scores_gemma":[0.0003035643,0.00005010966,0.00002956262,0.0002588535,0.00005726886,0.00006610483,0.00004151625,0.0001587601,0.001916931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009632045,"about_ca_system_score_gemma":0.000138481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003550656,"about_ca_topic_score_gemma":0.000004461014,"domain_scores_codex":[0.999301,0.00002678189,0.0001136168,0.0001265939,0.0002607683,0.0001712415],"domain_scores_gemma":[0.9992831,0.000014526,0.00001542987,0.0002837059,0.0001516212,0.000251632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007463051,0.0007392872,0.1542434,0.0001146519,0.0001509265,0.0007520437,0.0003010436,0.00004856627,0.182643,0.004369455,0.5986253,0.05726608],"study_design_scores_gemma":[0.001780702,0.0007295928,0.01706903,0.00001734349,0.00001758052,0.0001244426,0.0000493129,0.0001351213,0.03045983,0.0002522981,0.9492746,0.00009011412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8214689,0.0002875795,0.0003373102,0.001340632,0.0002068649,0.0002684839,0.000004575663,0.0001601854,0.1759254],"genre_scores_gemma":[0.9910049,0.000006722851,0.0002906685,0.0006848793,0.0003821125,0.00001832104,0.00001136596,0.00001667527,0.00758435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3506493,"threshold_uncertainty_score":0.9988602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226168073276222,"score_gpt":0.3979735359867996,"score_spread":0.2753567286591774,"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."}}