{"id":"W4408439361","doi":"10.1016/j.jacadv.2025.101653","title":"Postdischarge Follow-Up After Cardiac Hospitalizations Via Telehealth or In-Person","year":2025,"lang":"en","type":"article","venue":"JACC Advances","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; Alberta Health; University of Alberta","funders":"","keywords":"Telehealth; Medicine; Medical emergency; Telemedicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002238813,0.000172431,0.0004856603,0.0002311874,0.0001133996,0.0000100447,0.00005478308,0.00009111253,0.00009995741],"category_scores_gemma":[0.00009655462,0.0001365209,0.0001339643,0.0006550726,0.00003943326,0.0001928036,0.00002329233,0.0002108446,0.00004598925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490894,"about_ca_system_score_gemma":0.0006177556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003047079,"about_ca_topic_score_gemma":0.0005197892,"domain_scores_codex":[0.9984955,0.00006318062,0.0003567802,0.0003436682,0.0002145256,0.000526411],"domain_scores_gemma":[0.9992076,0.00008768633,0.00006516265,0.0002746548,0.00006565698,0.000299253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002868012,0.0003441169,0.8311527,0.002842949,0.00004159303,0.0000810504,0.002099078,0.000002230055,0.0001321389,0.0005500946,0.006835516,0.1530505],"study_design_scores_gemma":[0.004505768,0.0007606689,0.6589756,0.0009300318,0.0001060005,0.00001954586,0.003097527,0.00005257848,0.0004600943,0.0003076286,0.3304596,0.0003249815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188408,0.02644928,0.000988301,0.0080726,0.005619698,0.003002675,0.0001441962,0.0001806992,0.0367018],"genre_scores_gemma":[0.983646,0.003058838,0.0007999382,0.005642163,0.0002333673,0.0003060386,0.0000811006,0.0000220626,0.006210485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3236241,"threshold_uncertainty_score":0.5567162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024240691255212,"score_gpt":0.337062691998581,"score_spread":0.3268202850860288,"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."}}