{"id":"W4362585921","doi":"10.1016/j.healun.2023.02.1626","title":"(322) A Pediatric Heart Failure Registry is Needed: A Time for ACTION","year":2023,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Action (physics); Medicine; Heart failure; Intensive care medicine; Internal medicine; Physics","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":[0.0591499,0.001808357,0.004311778,0.002700751,0.01133944,0.02010394,0.008697802,0.09788433,0.03530146],"category_scores_gemma":[0.1055593,0.002030614,0.005382318,0.002455336,0.01071398,0.02948268,0.01764023,0.0947293,0.0110274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01072992,"about_ca_system_score_gemma":0.09528197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02422146,"about_ca_topic_score_gemma":0.03938268,"domain_scores_codex":[0.9577097,0.01243565,0.007191249,0.003110596,0.01063345,0.008919317],"domain_scores_gemma":[0.6472778,0.0921498,0.02375419,0.01249835,0.06418823,0.1601316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001354256,0.0001600931,0.002229674,0.000370197,0.00007182972,0.0004207719,0.000384746,0.0001168866,0.0003742641,0.006781954,0.9668605,0.02209371],"study_design_scores_gemma":[0.0005452034,0.0002954831,0.01213902,0.00657825,0.0002882473,0.0009078816,0.007054909,0.0008964679,0.000392058,0.02225686,0.9481344,0.0005111785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003221562,0.001954692,0.0003312661,0.9812149,0.01516514,0.00002007852,0.0001288727,0.0001057255,0.0007571141],"genre_scores_gemma":[0.006205252,0.002574612,0.004253286,0.9562497,0.02735109,0.0001493439,0.0005422257,0.00008864549,0.002585771],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09788433,"threshold_uncertainty_score":0.3128183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822432931389588,"score_gpt":0.2961219400657973,"score_spread":0.2778976107519014,"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."}}