{"id":"W4414714790","doi":"10.1016/j.cjca.2025.08.051","title":"P048 HEART-FELT IMMUNITY: UNCOVERING COVID-19 VACCINE ATTITUDES IN ACHD PATIENTS","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Heart disease; Vaccination; Retrospective cohort study; Population; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00100393,0.0001465815,0.0001991613,0.0005229,0.00111136,0.001123986,0.0003789355,0.000834337,0.004457596],"category_scores_gemma":[0.009666001,0.0001425555,0.0002745798,0.0005273716,0.00041336,0.0008677937,0.0007304658,0.001692518,0.0006144746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006932859,"about_ca_system_score_gemma":0.001220836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009200308,"about_ca_topic_score_gemma":0.01148001,"domain_scores_codex":[0.9988534,0.00035323,0.0000915008,0.0001286139,0.0002022771,0.0003709934],"domain_scores_gemma":[0.9961851,0.00132054,0.001023932,0.00009837643,0.0004501036,0.0009219238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007642813,0.0001516536,0.9919641,0.00002152047,0.00001638728,0.0001502104,0.001596581,0.00001204872,0.00009541252,0.0001037891,0.0008705274,0.00494122],"study_design_scores_gemma":[0.00001997006,0.0003085748,0.9812844,0.0001263008,0.00004458879,0.0006047688,0.01399406,0.0003285065,0.0001600871,0.0003664349,0.002742429,0.00001983129],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947213,0.0001677178,0.00007331376,0.00163971,0.00005041011,0.00002062967,0.0001811951,0.000002545007,0.0031432],"genre_scores_gemma":[0.9983075,0.0001174003,0.00009167571,0.0009117891,0.0000524104,0.000018082,0.00007097892,0.000002173285,0.0004280148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009200308,"threshold_uncertainty_score":0.0182935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0337378253520925,"score_gpt":0.3477277780496669,"score_spread":0.3139899526975743,"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."}}