{"id":"W4282945942","doi":"10.1002/joa3.12745","title":"High‐impedance alerts with pulse generator—Lead mismatch","year":2022,"lang":"en","type":"article","venue":"Journal of Arrhythmia","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Lead (geology); Incidence (geometry); Medical emergency; Retrospective cohort study; Emergency medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003018649,0.0001157286,0.000490469,0.0001317926,0.0001882013,0.00001677235,0.00002017095,0.00002254767,0.00009031216],"category_scores_gemma":[0.00005075468,0.00008493854,0.0001646215,0.0002329268,0.00003725131,0.00007208503,0.00004089457,0.000277546,0.00001083612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174791,"about_ca_system_score_gemma":0.0001690044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001013259,"about_ca_topic_score_gemma":0.000001643971,"domain_scores_codex":[0.9987015,0.00005516905,0.0003448068,0.000117134,0.0006161667,0.0001652452],"domain_scores_gemma":[0.9990991,0.00006096565,0.0003065488,0.0001737543,0.0002485717,0.0001110989],"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":[0.01294825,0.0002840878,0.1455998,0.0004071436,0.004641536,0.01567692,0.00976206,0.04559689,0.03896279,0.0009867807,0.5893525,0.1357812],"study_design_scores_gemma":[0.007809756,0.002972428,0.06349301,0.0002514768,0.0006275142,0.1168235,0.002678557,0.0001041679,0.009593386,0.0001922584,0.7949547,0.0004992564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874975,0.002068843,0.0004311804,0.002398308,0.0007082906,0.00008424069,0.00000911051,0.00002071354,0.006781798],"genre_scores_gemma":[0.993534,0.0001177579,0.002519996,0.0004900213,0.001798014,0.000003881072,0.000001820297,0.00002016345,0.001514289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2056021,"threshold_uncertainty_score":0.3463693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237387437042614,"score_gpt":0.2501898515322737,"score_spread":0.2378159771618475,"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."}}