{"id":"W4320710307","doi":"10.1161/circheartfailure.122.010123","title":"Considerations for Advanced Heart Failure Consultation in Individuals With Fontan Circulation: Recommendations From ACTION","year":2023,"lang":"en","type":"review","venue":"Circulation Heart Failure","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Heart failure; Referral; Cardiology; Internal medicine; Intensive care medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004901267,0.0007872843,0.001656429,0.003144577,0.0006750592,0.001653942,0.001849855,0.00310433,0.008361095],"category_scores_gemma":[0.01250655,0.0003210604,0.002279772,0.001956388,0.0004947737,0.002429557,0.0011782,0.003576898,0.002280339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348426,"about_ca_system_score_gemma":0.007343748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006889632,"about_ca_topic_score_gemma":0.01801834,"domain_scores_codex":[0.9978893,0.0008837613,0.0004926306,0.0001186594,0.0005191806,0.00009652191],"domain_scores_gemma":[0.9931979,0.003801464,0.0007048824,0.0001039364,0.001788941,0.0004028384],"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":[0.00006488844,0.0001187281,0.0005798338,0.04207772,0.0002015397,0.0002561706,0.000292124,0.0001363958,0.0001762173,0.002636937,0.2728569,0.6806026],"study_design_scores_gemma":[0.0001607226,0.00005674859,0.002922895,0.1677409,0.0006084178,0.0007008866,0.0004984168,0.0001055123,0.00009023824,0.004007681,0.8230599,0.00004757421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004107472,0.9207469,0.001020478,0.06679635,0.002707015,0.0002940051,0.0004228112,0.0001098043,0.007491814],"genre_scores_gemma":[0.003071617,0.9669638,0.007283841,0.01885281,0.0009153644,0.0004275608,0.0004753274,0.00001698563,0.001992771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008361095,"threshold_uncertainty_score":0.02797067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035152670009229,"score_gpt":0.3852576002035694,"score_spread":0.2817423332026465,"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."}}