{"id":"W4231886921","doi":"10.1503/cmaj.160989","title":"Highlights","year":2016,"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":"Computer science; World Wide Web; Data science; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003594815,0.0007051203,0.000558465,0.001462821,0.001747789,0.005657156,0.002015946,0.002795968,0.3090951],"category_scores_gemma":[0.01489224,0.0002905423,0.0007934545,0.001153746,0.0006165672,0.002021055,0.002470745,0.003141664,0.1411333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003672177,"about_ca_system_score_gemma":0.01445935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009654556,"about_ca_topic_score_gemma":0.01217019,"domain_scores_codex":[0.996543,0.0006581663,0.0001870504,0.0004714575,0.001584514,0.0005557575],"domain_scores_gemma":[0.9869934,0.001070743,0.0005158855,0.0005804689,0.006833486,0.004005894],"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":[0.00004034295,0.00002178332,0.0007702388,0.000225075,0.000009101873,0.0001348421,0.00005193478,0.00002339306,0.00009557954,0.002882602,0.9295349,0.06621023],"study_design_scores_gemma":[0.0000151915,0.0000142777,0.0008931019,0.0003628661,0.000008117779,0.0003905025,0.0001065586,0.00001941742,0.00008633757,0.001117349,0.9969802,0.000005810762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002862497,0.02569894,0.00346901,0.3190318,0.1133333,0.0006620803,0.01520014,0.001171192,0.5185711],"genre_scores_gemma":[0.03767513,0.043125,0.005978866,0.1661032,0.1010962,0.0008256045,0.0230088,0.001103986,0.6210833],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3090951,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714719464512391,"score_gpt":0.3186069357658183,"score_spread":0.2914597411206944,"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."}}