{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006238216,0.0001320956,0.0006665652,0.0004686346,0.00004169044,0.00000489499,0.00005186633,0.00009779239,0.000006786359],"category_scores_gemma":[0.0001072751,0.0001325557,0.00005413621,0.0003879909,0.0001091468,0.00007968945,0.00007326013,0.0002448662,0.000001571085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051363,"about_ca_system_score_gemma":0.0001711017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002941222,"about_ca_topic_score_gemma":0.003022371,"domain_scores_codex":[0.9985841,0.000470129,0.000239951,0.0003087956,0.0001078976,0.0002891193],"domain_scores_gemma":[0.9994588,0.0002160478,0.00003486657,0.0001965287,0.00004161637,0.00005216739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002475771,0.00007402115,0.9911967,0.00006841443,0.0001175194,0.0002502683,0.002095555,0.000004568288,0.00001286399,0.00004595466,0.001522673,0.00436387],"study_design_scores_gemma":[0.003540463,0.0007709243,0.9570492,0.00001990307,0.00003250686,0.00001658218,0.03041053,0.000003832728,0.000006511781,0.0000220894,0.008039111,0.00008835677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944724,0.0002247569,0.00003541881,0.0004960071,0.0001891681,0.001159228,0.00004593457,0.00003162874,0.003345479],"genre_scores_gemma":[0.999027,0.00007799666,0.00001284322,0.0000817563,0.0000506599,0.00003713289,0.000046267,0.000005954518,0.0006604407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03414752,"threshold_uncertainty_score":0.5405465,"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."}}