{"id":"W2344111931","doi":"10.1503/cmaj.109-5179","title":"Can a new flu vaccine cure efficacy woes?","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flu season; Virology; Medicine; Vaccination","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01288665,0.001089841,0.001913995,0.001254186,0.002427733,0.006071727,0.001734537,0.007700473,0.05909712],"category_scores_gemma":[0.03477773,0.0004667784,0.001616377,0.0007878997,0.007149667,0.01618163,0.002925282,0.01321805,0.02097319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004144232,"about_ca_system_score_gemma":0.01088212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01245281,"about_ca_topic_score_gemma":0.02034586,"domain_scores_codex":[0.9952757,0.001174195,0.0002897631,0.0005794171,0.001713021,0.0009678541],"domain_scores_gemma":[0.9826304,0.006668981,0.0008098756,0.001229487,0.005442929,0.003218265],"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":[0.0008684547,0.0004084475,0.001397436,0.001283438,0.0001635254,0.0003795921,0.0003527085,0.0003500404,0.002297377,0.06179051,0.6206132,0.3100953],"study_design_scores_gemma":[0.0001835821,0.0005490353,0.001680964,0.001478737,0.000125966,0.0004464665,0.001029952,0.0002612275,0.000740109,0.07027945,0.9231423,0.00008227088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002253799,0.08606311,0.001990622,0.8600618,0.02321103,0.00005515818,0.0005356438,0.0003785509,0.02545038],"genre_scores_gemma":[0.09330808,0.1733145,0.008521226,0.6093855,0.04652591,0.0002329562,0.0009102058,0.000569347,0.06723236],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05909712,"threshold_uncertainty_score":0.1976995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05129649271380607,"score_gpt":0.3500594226593767,"score_spread":0.2987629299455706,"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."}}