{"id":"W2889558984","doi":"10.1111/ajt.15122","title":"Meeting guideline recommendations for vaccination: Can we get there from here?","year":2018,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Guideline; Vaccination; Intensive care medicine; Family medicine; Virology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02277979,0.001350627,0.003374686,0.004732686,0.002217007,0.006191408,0.005942252,0.01479942,0.01629583],"category_scores_gemma":[0.1690822,0.001135841,0.003711865,0.003806,0.001978866,0.01188506,0.003303234,0.01695438,0.01058787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004770538,"about_ca_system_score_gemma":0.02110595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02559549,"about_ca_topic_score_gemma":0.04715221,"domain_scores_codex":[0.9729529,0.01310015,0.005718011,0.0008244009,0.00611146,0.001292982],"domain_scores_gemma":[0.8985847,0.03881408,0.009284916,0.003049363,0.04416049,0.006106433],"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":[0.00004787154,0.0001255734,0.0007906368,0.005701455,0.0001158665,0.0002435559,0.0004497358,0.0002068231,0.0001037523,0.002510885,0.8098153,0.1798884],"study_design_scores_gemma":[0.0003828939,0.0001240469,0.002820383,0.1234032,0.0003794779,0.0006882274,0.001868231,0.0005481125,0.0001594957,0.0171315,0.8522922,0.0002021785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007180462,0.05948205,0.004095678,0.9052112,0.01203806,0.001032272,0.00161024,0.0005172818,0.01529525],"genre_scores_gemma":[0.01890395,0.2171192,0.104259,0.6234594,0.01345222,0.005131827,0.007568019,0.0006138746,0.009492509],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02559549,"threshold_uncertainty_score":0.1204725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830837140766533,"score_gpt":0.3278947398546461,"score_spread":0.2995863684469808,"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."}}