{"id":"W4406542061","doi":"10.1016/j.ymed.2014.05.001","title":"10.1016/j.ymed.2014.05.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meningococcal vaccine; Component (thermodynamics); Virology; Immunology; Antibody; Immunization","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005445144,0.0007861459,0.0004267921,0.0009128154,0.0007309307,0.002069256,0.0007389336,0.002775208,0.8915014],"category_scores_gemma":[0.000853331,0.000301413,0.0004612265,0.0004155631,0.0007518052,0.001578276,0.00111037,0.001488056,0.8305952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007405296,"about_ca_system_score_gemma":0.0009565673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356324,"about_ca_topic_score_gemma":0.001307348,"domain_scores_codex":[0.9997981,0.00001921137,0.00001212823,0.0000420162,0.00006350988,0.00006499836],"domain_scores_gemma":[0.9992564,0.00007646775,0.00007040106,0.0000348172,0.0001164351,0.0004454872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003856324,0.0002740872,0.003095272,0.0004418995,0.00002748954,0.0003557811,0.0001012512,0.0001801262,0.001734541,0.005630194,0.3604192,0.6273545],"study_design_scores_gemma":[0.00003860619,0.00009589667,0.003221345,0.0004066681,0.00001187088,0.001541753,0.0001366497,0.0001041037,0.0004980824,0.002127451,0.9918064,0.00001111846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004931281,0.01433559,0.002289869,0.0106627,0.003684209,0.0000822518,0.002233139,0.001388632,0.9603922],"genre_scores_gemma":[0.01092145,0.003608382,0.001375846,0.001647767,0.0007413962,0.00003884468,0.001169519,0.0001436465,0.9803531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1084986,"threshold_uncertainty_score":0.1547601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005842597409587815,"score_gpt":0.1849166187805661,"score_spread":0.1790740213709783,"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."}}