{"id":"W2977055268","doi":"10.1111/ajt.15605","title":"Underimmunization of the solid organ transplant population: An urgent problem with potential digital health solutions","year":2019,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Medicine; Herd immunity; Immunosuppression; Population; Immunization; Intensive care medicine; Organ transplantation; Public health; Health care; Transplantation; Immunology; Environmental health; Nursing; Surgery; Immune system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00314393,0.0001931622,0.0002813385,0.001115394,0.001265064,0.003166839,0.0007726796,0.001831096,0.01877103],"category_scores_gemma":[0.01406824,0.00009833449,0.0004676609,0.0009910729,0.001479822,0.003015722,0.001971922,0.003278957,0.001135775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121184,"about_ca_system_score_gemma":0.003943221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004148164,"about_ca_topic_score_gemma":0.007851144,"domain_scores_codex":[0.9979405,0.0009505274,0.0001324211,0.0001295244,0.000496768,0.0003502534],"domain_scores_gemma":[0.9848112,0.006271543,0.003102102,0.0005024045,0.001418193,0.00389457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001601743,0.0008207992,0.2139229,0.0008848411,0.0001602418,0.001347339,0.004097688,0.0004412725,0.001516506,0.05785584,0.160249,0.5585434],"study_design_scores_gemma":[0.0001020527,0.0009151619,0.3504098,0.005597021,0.000231785,0.006671193,0.03782886,0.002932961,0.001606757,0.08766662,0.5058957,0.0001421108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1768144,0.02047435,0.001417661,0.7478223,0.002896842,0.00005020755,0.0007350636,0.0001114088,0.04967779],"genre_scores_gemma":[0.8594717,0.03106277,0.001903496,0.09229923,0.007089785,0.00006861132,0.0004535288,0.00005795565,0.007592916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01877103,"threshold_uncertainty_score":0.06279534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009503615246189128,"score_gpt":0.263723110861397,"score_spread":0.2542194956152079,"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."}}