{"id":"W4414714154","doi":"10.1016/j.cjca.2025.08.074","title":"P106 ASSESSING THE FEASIBILITY OF KARDIA 6-LEAD ELECTROCARDIOGRAMS IN OUTPATIENT CARDIOLOGY PRACTICE","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"North York General Hospital","funders":"","keywords":"Outpatient clinic; Clinical Practice; Clinical cardiology; Electrocardiography; Interventional cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004323325,0.0002487888,0.0003354072,0.001524065,0.0006804801,0.001405196,0.0006325286,0.001312958,0.007271151],"category_scores_gemma":[0.05001751,0.0003513354,0.0004081163,0.001054934,0.0003699592,0.0009957753,0.0006811714,0.001017839,0.001218752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006070802,"about_ca_system_score_gemma":0.001530603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006451928,"about_ca_topic_score_gemma":0.01407708,"domain_scores_codex":[0.9950916,0.002341296,0.0007375189,0.0002566062,0.00119541,0.0003776215],"domain_scores_gemma":[0.9628215,0.02057546,0.007506717,0.0006658328,0.005097894,0.003332685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002412595,0.0002133054,0.9834727,0.00007761462,0.00002511257,0.000473724,0.0003031786,0.00006872144,0.0001810826,0.00008532376,0.002185016,0.01267299],"study_design_scores_gemma":[0.00006182852,0.0009039923,0.9926999,0.000201336,0.00004004048,0.001452848,0.001672437,0.0008715757,0.0001634944,0.0001511179,0.00176591,0.00001553143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962685,0.001357965,0.0006990469,0.007914262,0.0002833827,0.0003158112,0.001430152,0.00005941731,0.02525499],"genre_scores_gemma":[0.9952726,0.0004650585,0.002165535,0.0009473278,0.0002524484,0.00007009791,0.0003006594,0.0000121958,0.0005141271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007271151,"threshold_uncertainty_score":0.02432442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899634385114822,"score_gpt":0.3463915106224833,"score_spread":0.3173951667713351,"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."}}