{"id":"W4412441496","doi":"10.2196/73747","title":"Telecardiology Activities in Hospital and University Cardiology Facilities in Italy: Survey Study","year":2025,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Medicine; University hospital; Internal medicine; Computer science; World Wide Web","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":[0.001862413,0.0002735785,0.0003670172,0.002195312,0.0003736882,0.0007615337,0.0006250088,0.000772599,0.00231449],"category_scores_gemma":[0.004236956,0.0003440987,0.0004990848,0.003438221,0.00047231,0.000939395,0.001070449,0.0005243796,0.0005644684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251707,"about_ca_system_score_gemma":0.0008083084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009793499,"about_ca_topic_score_gemma":0.01015274,"domain_scores_codex":[0.9979609,0.0006699234,0.000303499,0.0003228937,0.0003203027,0.0004225793],"domain_scores_gemma":[0.9954482,0.0009017987,0.002376577,0.0002109145,0.0003423461,0.0007201933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004355056,0.0001229432,0.9957424,0.00006768222,0.00002082856,0.0001141957,0.001191297,0.00003971947,0.00008960881,0.0000304401,0.0003368816,0.002200466],"study_design_scores_gemma":[0.000005245426,0.0001161016,0.997856,0.00001659148,0.00000737516,0.0001924904,0.001436374,0.000106617,0.00001705008,0.000005021418,0.0002374469,0.000003807124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980807,0.0002977343,0.00007098527,0.00008849302,0.000004830668,0.00006288454,0.0006270103,0.000004921432,0.0007623718],"genre_scores_gemma":[0.99883,0.0003093217,0.0001195248,0.00008520799,0.00001415123,0.00008038278,0.0004123888,0.000002806097,0.0001461787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009793499,"threshold_uncertainty_score":0.01947296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067345016246152,"score_gpt":0.3220632577638666,"score_spread":0.301389807601405,"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."}}