{"id":"W4232625330","doi":"10.1161/circep.118.007142","title":"Year in Review in Cardiac Electrophysiology","year":2019,"lang":"en","type":"review","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"York University; University of Ottawa; Cleveland Clinic","keywords":"Cardiac electrophysiology; Electrophysiology; Medicine; Neuroscience; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001302831,0.001102054,0.002063747,0.005888126,0.0005529823,0.0029985,0.001466909,0.001721433,0.02575131],"category_scores_gemma":[0.00550543,0.000360724,0.00125245,0.006269373,0.0006639301,0.003240097,0.001423351,0.002610662,0.009749128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111814,"about_ca_system_score_gemma":0.003880698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002010254,"about_ca_topic_score_gemma":0.003134896,"domain_scores_codex":[0.9990351,0.000134459,0.0002456908,0.0001598928,0.0003415072,0.00008329516],"domain_scores_gemma":[0.9961993,0.001859531,0.0005594695,0.0001006368,0.00104946,0.0002315903],"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":[0.0001115526,0.000042975,0.0002922713,0.08431691,0.0002443641,0.0003142188,0.0001541412,0.0001897494,0.0007854361,0.003412262,0.296772,0.6133641],"study_design_scores_gemma":[0.00001549771,0.00003132039,0.0004500175,0.02049213,0.0001797499,0.001023649,0.00005781428,0.00002614315,0.00009690476,0.000666738,0.9769444,0.00001570706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000646974,0.9899048,0.0001197601,0.001132203,0.006068173,0.0000174017,0.00009250687,0.00001697431,0.002583566],"genre_scores_gemma":[0.0006548752,0.9905832,0.0002823618,0.001697006,0.003657585,0.0000235102,0.0001505186,0.00001094914,0.002940038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02575131,"threshold_uncertainty_score":0.08614677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809780131581293,"score_gpt":0.3366029787803557,"score_spread":0.3085051774645428,"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."}}