{"id":"W2104193361","doi":"10.2196/ijmr.2824","title":"Remote Monitoring for Implantable Defibrillators: A Nationwide Survey in Italy","year":2013,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Boston Scientific Corporation","keywords":"Medical emergency; Medicine","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":[0.0007965371,0.0002190927,0.0002343118,0.0007200183,0.0001594968,0.0004271539,0.0003577878,0.0004282654,0.001252739],"category_scores_gemma":[0.001336224,0.0002332077,0.0003670181,0.0009714937,0.0002700656,0.0003725812,0.0004559344,0.0003397634,0.0004140149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005652436,"about_ca_system_score_gemma":0.0003858349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214048,"about_ca_topic_score_gemma":0.01531763,"domain_scores_codex":[0.9994079,0.0001768413,0.00006781912,0.0001379802,0.00009859779,0.0001108492],"domain_scores_gemma":[0.9980611,0.000226249,0.00115285,0.000131086,0.0001304554,0.0002981991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003021139,0.00004375726,0.997533,0.00001905532,0.00001270029,0.00006858113,0.0001676503,0.00002914189,0.0002384744,0.000009700666,0.0004176042,0.001430178],"study_design_scores_gemma":[0.000002106052,0.00002117085,0.9997222,0.000003107501,0.00000243208,0.00005037485,0.00005455054,0.00003384395,0.000006489956,0.000001148019,0.0001015213,9.633496e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997675,0.0001964138,0.00007472253,0.0001638894,0.000005343227,0.00003213102,0.0009284739,0.000009621131,0.0009143936],"genre_scores_gemma":[0.9984028,0.0002037336,0.0001351906,0.0001403347,0.00001463247,0.00004590049,0.0008165738,0.000004516385,0.0002364279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214048,"threshold_uncertainty_score":0.02413964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435786515515449,"score_gpt":0.4880135474822727,"score_spread":0.3444348959307278,"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."}}