{"id":"W3210500940","doi":"10.1016/j.cjca.2021.09.001","title":"The Strength of a New Signal","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Coronary artery disease; Cardiology; Internal medicine; Clinical cardiology; Electrocardiography; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003599366,0.0005138098,0.001100516,0.001143712,0.002351353,0.004097851,0.001738708,0.03850259,0.00721958],"category_scores_gemma":[0.04224423,0.0004506104,0.001226411,0.0006387426,0.003652216,0.003956396,0.001381935,0.03617211,0.004172405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003112198,"about_ca_system_score_gemma":0.002427819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004028982,"about_ca_topic_score_gemma":0.008000795,"domain_scores_codex":[0.9968297,0.0008157324,0.0004465835,0.0004567038,0.001133687,0.0003177009],"domain_scores_gemma":[0.9786351,0.01339461,0.001216585,0.000927786,0.003374768,0.002451039],"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":[0.0003414101,0.00008675867,0.006468352,0.0002499445,0.0001470455,0.08183028,0.0009716552,0.0001992307,0.00228406,0.02125224,0.8138729,0.07229614],"study_design_scores_gemma":[0.0003209287,0.0003851318,0.006132404,0.001405447,0.0001960219,0.09976009,0.002592688,0.00174243,0.001214142,0.07222496,0.8138188,0.0002069307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002028571,0.002133198,0.0007432917,0.970692,0.01358282,0.00001422347,0.00005044256,0.00004315173,0.0107122],"genre_scores_gemma":[0.04205365,0.003377963,0.001982515,0.8263026,0.116065,0.00003151017,0.00006092964,0.00005674346,0.01006897],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03850259,"threshold_uncertainty_score":0.02415192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214760310505129,"score_gpt":0.2462460828398537,"score_spread":0.2240984797348024,"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."}}