{"id":"W2329657016","doi":"10.1016/j.vaccine.2016.02.071","title":"Reply to Brundage and Shanks","year":2016,"lang":"en","type":"letter","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Philosophy; Microbiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01211109,0.001283818,0.002758358,0.001211395,0.00665621,0.007142941,0.003784787,0.1238994,0.007498123],"category_scores_gemma":[0.07952219,0.002016459,0.001720817,0.001477666,0.00584519,0.005965699,0.004295375,0.0744155,0.006929553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006947519,"about_ca_system_score_gemma":0.01112934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009575259,"about_ca_topic_score_gemma":0.01746632,"domain_scores_codex":[0.9912065,0.003072111,0.001257517,0.001089981,0.001990448,0.001383584],"domain_scores_gemma":[0.963686,0.02223694,0.003418556,0.001162795,0.004027924,0.005467772],"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":[0.00005890778,0.00001188688,0.0003677103,0.00006057865,0.000018496,0.0004026052,0.0001394342,0.00002533459,0.00005492731,0.001130176,0.9952306,0.002499468],"study_design_scores_gemma":[0.0002181839,0.00009163281,0.001654978,0.001021244,0.00008928813,0.000912623,0.001004384,0.0002326564,0.0002401298,0.009045119,0.9853614,0.0001283369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001373713,0.00122213,0.00002920036,0.9767711,0.0211084,0.000009453479,0.00003830208,0.000008774948,0.0006752986],"genre_scores_gemma":[0.0009716302,0.0005254959,0.0000503453,0.9753831,0.02077558,0.00002955276,0.00001334418,0.00000879955,0.002241985],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1238994,"threshold_uncertainty_score":0.06405032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05776483185665141,"score_gpt":0.3583454027060294,"score_spread":0.3005805708493781,"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."}}