{"id":"W4415992293","doi":"10.2196/76761","title":"An Internet Hospital Plus Home Nursing Model for Chronic Disease Patients: Mixed-Methods Study in Tianjin, China","year":2025,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; China; Digital health; Service (business); Chronic disease; Telemedicine; Implementation; Chronic care","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":[0.0003760606,0.0002174617,0.0003910489,0.0004059895,0.0001007663,0.00003216962,0.000120876,0.0000654977,0.00001597865],"category_scores_gemma":[0.000086668,0.0002104965,0.00007066411,0.0003479189,0.00006764926,0.0002355309,0.00001597109,0.0002232782,0.00000172511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549638,"about_ca_system_score_gemma":0.0004404114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003889388,"about_ca_topic_score_gemma":0.00003080388,"domain_scores_codex":[0.9981472,0.0001361152,0.0005549202,0.0004591904,0.0002240268,0.0004785859],"domain_scores_gemma":[0.9991387,0.00005894596,0.000127769,0.0003369552,0.00009502417,0.0002426786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001045448,0.004430881,0.1288204,0.0003432647,0.0000353266,0.000008554138,0.01828919,0.0001371605,0.00004042235,0.0001508886,0.0060696,0.8406289],"study_design_scores_gemma":[0.009506854,0.002723539,0.7209354,0.001414634,0.0001676152,7.535468e-7,0.003587175,0.2600099,0.00003944413,0.001343228,0.00009404585,0.000177349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974088,0.0002433297,0.09548263,0.001789597,0.00103671,0.003821607,0.00002213128,0.00008928606,0.0001058793],"genre_scores_gemma":[0.99118,0.000002356995,0.007348667,0.000285672,0.0002412285,0.0003626535,0.0003893167,0.00003802161,0.0001520935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8404515,"threshold_uncertainty_score":0.8583798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958456193722427,"score_gpt":0.453070403184207,"score_spread":0.4334858412469828,"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."}}