{"id":"W2592564044","doi":"10.1042/cs20160414","title":"Perspective on precision medicine in paediatric heart failure","year":2017,"lang":"en","type":"review","venue":"Clinical Science","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Heart failure; Medicine; Precision medicine; Intensive care medicine; Etiology; Phenomics; Omics; Bioinformatics; Internal medicine; Genomics; Pathology; Biology","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":[0.002631012,0.0009681835,0.001440776,0.002848859,0.0005108911,0.001876895,0.001010639,0.003533714,0.005288393],"category_scores_gemma":[0.003940803,0.000326006,0.001284352,0.002927344,0.001472297,0.003148639,0.001408299,0.006706623,0.0017768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540322,"about_ca_system_score_gemma":0.002636619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709967,"about_ca_topic_score_gemma":0.002917512,"domain_scores_codex":[0.9990295,0.0003030334,0.000144377,0.0001217561,0.0003273355,0.00007393293],"domain_scores_gemma":[0.9949586,0.003568718,0.0002980988,0.0001073124,0.0008831916,0.0001842055],"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":[0.0000934758,0.00006469114,0.0002276731,0.02274361,0.00019907,0.00033308,0.0001617147,0.0004723876,0.0007626323,0.02850494,0.1175172,0.8289195],"study_design_scores_gemma":[0.00001745032,0.00005201671,0.0003980509,0.006603899,0.00008000543,0.0008623032,0.00006217622,0.00006490008,0.0001328621,0.006280687,0.9854258,0.00001979354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003304998,0.9944233,0.0001212205,0.003529286,0.001079438,0.000002638393,0.00001264219,0.000006296808,0.0007921665],"genre_scores_gemma":[0.0005558293,0.9950998,0.0001970104,0.002479781,0.001259532,0.000005288168,0.0000177638,0.00000190414,0.0003830866],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005288393,"threshold_uncertainty_score":0.01769143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2194095731103424,"score_gpt":0.5344352591728064,"score_spread":0.315025686062464,"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."}}