{"id":"W4283783982","doi":"10.1093/eurjcn/zvac060.028","title":"Healthcare use at the end of life of patients with congenital heart disease: does heart failure matter?","year":2022,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Koning Boudewijnstichting; Fonds Wetenschappelijk Onderzoek; European Society of Cardiology","keywords":"Medicine; Heart failure; Carvedilol; Medical prescription; Bisoprolol; Heart disease; Digoxin; Loop diuretic; Emergency department; Spironolactone; Internal medicine; Intensive care medicine; Emergency medicine; Pediatrics","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":[0.002273048,0.0002281744,0.0006432315,0.001490472,0.0003552813,0.001141098,0.0008783993,0.0009054871,0.003182424],"category_scores_gemma":[0.01446451,0.0001943634,0.001330994,0.00324021,0.0004787701,0.0008429917,0.0007060028,0.001245188,0.000276396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370836,"about_ca_system_score_gemma":0.001210708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04527014,"about_ca_topic_score_gemma":0.04737197,"domain_scores_codex":[0.9967464,0.001394368,0.0003776794,0.0005324407,0.000396301,0.0005527062],"domain_scores_gemma":[0.9881778,0.003790929,0.005018878,0.0003333877,0.001007713,0.001671293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008512967,0.00001754098,0.9956808,0.000102347,0.0002075163,0.00004048457,0.00007872201,0.00005668599,0.000009029608,0.00006910763,0.0009984034,0.002654074],"study_design_scores_gemma":[0.000004383271,0.00002702389,0.9990067,0.0001391614,0.00006650631,0.00004782911,0.0001826711,0.000133954,0.000005310075,0.00004815259,0.0003340445,0.000004292412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564615,0.01905479,0.0003564951,0.008366738,0.0002464196,0.00004241326,0.01256939,0.00001132601,0.002890812],"genre_scores_gemma":[0.9957949,0.001333978,0.0001010792,0.000295337,0.0001271835,0.00001610597,0.002169048,0.000004339993,0.0001580127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04527014,"threshold_uncertainty_score":0.09001327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167410303289196,"score_gpt":0.228885664304307,"score_spread":0.217211561271415,"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."}}