{"id":"W4225747950","doi":"10.1016/j.healun.2022.01.1703","title":"The Heart Awakens","year":2022,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; University Health Network; Ted Rogers Centre for Heart Research; Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; Heart transplantation; Dilated cardiomyopathy; Ventricular assist device; Ventricular tachycardia; Cardiomyopathy","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":[0.006470248,0.0005993253,0.0009333859,0.001013299,0.003481358,0.008080312,0.001209201,0.006446649,0.03403248],"category_scores_gemma":[0.0185182,0.0003159823,0.0008654766,0.0005594013,0.006803951,0.007834148,0.006356489,0.02262948,0.01583079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018216,"about_ca_system_score_gemma":0.005273229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201096,"about_ca_topic_score_gemma":0.005173763,"domain_scores_codex":[0.9956204,0.001529948,0.0002419589,0.0005919297,0.001363244,0.000652433],"domain_scores_gemma":[0.98888,0.00276065,0.00053825,0.001181653,0.001863484,0.00477586],"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":[0.0001214026,0.00009324396,0.002365857,0.000211632,0.000055237,0.0004167526,0.00136858,0.00004107395,0.0004272757,0.07128821,0.8191155,0.1044952],"study_design_scores_gemma":[0.00003478085,0.0000839201,0.001219974,0.0004179746,0.00002330724,0.0004299062,0.001776197,0.00003144448,0.0001218834,0.02541467,0.9704167,0.00002919644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002347104,0.03042669,0.001630895,0.7816494,0.124592,0.00001655211,0.0001296443,0.0001783679,0.05902942],"genre_scores_gemma":[0.0625554,0.02379151,0.001755029,0.6516166,0.1243231,0.00005957574,0.0002842642,0.0003576592,0.1352569],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03403248,"threshold_uncertainty_score":0.1138499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649707856508555,"score_gpt":0.3128770095656836,"score_spread":0.2963799310005981,"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."}}