{"id":"W2806967445","doi":"10.1016/j.hrthm.2018.06.002","title":"Predicting syncope: The first step in a long journey?","year":2018,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Vasovagal syncope; Heart rate; Blood pressure; Medicine; Syncope (phonology); Cardiology; Heart Rhythm; Internal medicine; Unconsciousness; Anesthesia","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":[0.003182484,0.0009179027,0.002927664,0.001180835,0.002103755,0.003817943,0.001770695,0.02233461,0.007483935],"category_scores_gemma":[0.0296868,0.0005660157,0.001505436,0.0004011138,0.001586867,0.008586911,0.001602003,0.03289353,0.005598702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001556432,"about_ca_system_score_gemma":0.002757642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002663978,"about_ca_topic_score_gemma":0.003453322,"domain_scores_codex":[0.9975089,0.0009065139,0.0005252655,0.0003237345,0.0004928675,0.0002427081],"domain_scores_gemma":[0.9849687,0.00798468,0.0005800664,0.0004916672,0.003662047,0.002312929],"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":[0.0002630748,0.0003266197,0.02164428,0.0006444321,0.0002149202,0.01472726,0.0005192766,0.0006971878,0.0009030384,0.004986563,0.7718293,0.183244],"study_design_scores_gemma":[0.00106116,0.001021479,0.02529063,0.01240511,0.0007848281,0.08162906,0.008258469,0.008561471,0.000989029,0.1473277,0.7119268,0.0007443007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001219366,0.01239923,0.0009257692,0.9693083,0.01323495,0.00001865736,0.00006314991,0.00006449758,0.002766146],"genre_scores_gemma":[0.03342794,0.02667739,0.005036512,0.6445308,0.2864646,0.00008236105,0.0002197913,0.00007012358,0.003490513],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02233461,"threshold_uncertainty_score":0.02503622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413072493961086,"score_gpt":0.248250977372491,"score_spread":0.2341202524328801,"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."}}