{"id":"W7081911113","doi":"10.1016/j.cjcpc.2025.09.002","title":"Trigger Criteria for Advance Care Planning in Adults With Congenital Heart Disease: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"CJC Pediatric and Congenital Heart Disease","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Ottawa; University of Toronto; University Health Network; Toronto General Hospital; University of Alberta; University of Manitoba","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Advance care planning; Heart disease; MEDLINE; Disease","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":[0.01326821,0.001190978,0.005868534,0.01015119,0.0007453258,0.003002637,0.001982388,0.002313864,0.004777677],"category_scores_gemma":[0.08896563,0.0009453236,0.006752469,0.00871096,0.0008177006,0.003197572,0.001728297,0.001478648,0.0003248054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004889088,"about_ca_system_score_gemma":0.01441681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007046148,"about_ca_topic_score_gemma":0.02110561,"domain_scores_codex":[0.9828137,0.00668623,0.006721316,0.0008614585,0.002570249,0.0003471001],"domain_scores_gemma":[0.9170842,0.06692892,0.01135421,0.0005701966,0.003401288,0.0006612485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001796779,0.00002105721,0.001438533,0.9556511,0.003652096,0.00009103245,0.0004255901,0.00007891037,0.00004381853,0.0002427337,0.001427852,0.03674748],"study_design_scores_gemma":[0.0002761122,0.0001295273,0.003992334,0.9639173,0.0199694,0.0003170833,0.0004418459,0.00009650071,0.000076907,0.0002580816,0.01048418,0.00004065868],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002113309,0.9950067,0.0002520776,0.00050392,0.0001485433,0.0009131734,0.0005134137,0.00001393269,0.0005348924],"genre_scores_gemma":[0.04074723,0.9525595,0.00234588,0.00126803,0.0001760291,0.002233958,0.0005140133,0.00001009798,0.0001452128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01326821,"threshold_uncertainty_score":0.07016981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008544936725584032,"score_gpt":0.2607191420335251,"score_spread":0.252174205307941,"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."}}