{"id":"W2897848906","doi":"10.2196/cardio.9815","title":"Outsourcing the Remote Management of Cardiac Implantable Electronic Devices: Medical Care Quality Improvement Project","year":2018,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medtronic","keywords":"Triage; Medical emergency; Medicine; Benchmarking; Protocol (science); Telemedicine; Quality management; Health care; Emergency medicine; Operations management; Business; Management system; Engineering; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009249502,0.0001906072,0.0007304666,0.00007093537,0.0001984863,0.00001837716,0.0000603411,0.00009028087,0.000008270988],"category_scores_gemma":[0.00003290835,0.000125671,0.000475521,0.0003034514,0.0001482223,0.00003323897,0.000176619,0.0001862258,0.000026697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140864,"about_ca_system_score_gemma":0.0002010888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005562902,"about_ca_topic_score_gemma":0.00004345435,"domain_scores_codex":[0.9977074,0.0001266895,0.0004237259,0.0003410777,0.0009612115,0.00043989],"domain_scores_gemma":[0.9987842,0.00008161118,0.0001415779,0.000641597,0.0002688027,0.00008216297],"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":[0.002557237,0.0001823332,0.1485732,0.009415661,0.02426994,0.00006437652,0.05046566,0.00005456065,0.00357551,0.003725538,0.1158,0.641316],"study_design_scores_gemma":[0.001700341,0.000632258,0.06779663,0.0006587792,0.001053507,0.0001535697,0.02981919,0.00003059477,0.003518279,0.00003869559,0.8942062,0.0003919247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6489385,0.005684393,0.0003537917,0.0002538813,0.0005808699,0.001762145,0.00004178524,0.0001483562,0.3422363],"genre_scores_gemma":[0.9977121,0.0004808878,0.0001143607,0.0002317215,0.0007120493,0.00004596895,0.00002014314,0.00002225947,0.0006604704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7784062,"threshold_uncertainty_score":0.5124713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289619435814187,"score_gpt":0.3640630394215961,"score_spread":0.3351010958401774,"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."}}