{"id":"W4402995423","doi":"10.1016/j.hrthm.2024.06.018","title":"Heart Rhythm Society Awards Subcommittee Update","year":2024,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Heart Rhythm; Rhythm; Cardiology; Internal 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":[0.01842311,0.001173306,0.001565024,0.003687273,0.002471729,0.006462394,0.003715713,0.0112813,0.07497981],"category_scores_gemma":[0.04318993,0.0005753669,0.002139373,0.002807876,0.0007144313,0.003327513,0.004901004,0.009227932,0.03080143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004113274,"about_ca_system_score_gemma":0.02278333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01636711,"about_ca_topic_score_gemma":0.06508449,"domain_scores_codex":[0.9886863,0.001692519,0.001026485,0.0003858247,0.00623906,0.001969769],"domain_scores_gemma":[0.930284,0.008211395,0.003426085,0.001439961,0.04241532,0.01422322],"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":[0.00002419556,0.00004101896,0.0002178202,0.00007023017,0.000006306975,0.00002161826,0.000007215744,0.00002131909,0.00002352773,0.0001879925,0.9846783,0.01470058],"study_design_scores_gemma":[0.0000814326,0.00004483676,0.001926374,0.000474215,0.00003024415,0.00005594673,0.00006940501,0.00006025499,0.00005439179,0.0006401333,0.9965485,0.00001428456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001635555,0.01491142,0.001780081,0.4932586,0.3731709,0.0005476821,0.007411724,0.0004701948,0.106814],"genre_scores_gemma":[0.01143375,0.03210382,0.003971214,0.3324128,0.2509196,0.001298627,0.0193303,0.0005299413,0.3479999],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07497981,"threshold_uncertainty_score":0.2508324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211911493070772,"score_gpt":0.27484520216901,"score_spread":0.2627260872383023,"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."}}