{"id":"W4409337147","doi":"10.5334/ijic.9460","title":"Evaluation of Community Paramedicine Remote Patient Monitoring Program: A performance evaluation report","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Program evaluation; Telehealth; Medical emergency; Computer science; Health care; Telemedicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002135566,0.0001555276,0.0002297874,0.0004446122,0.00005041142,0.00003816555,0.0003696702,0.00008588946,0.00002137261],"category_scores_gemma":[0.001339143,0.000137176,0.0001064149,0.0003447327,0.00004362865,0.0002634035,0.00004146197,0.0005876663,0.000001246878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353492,"about_ca_system_score_gemma":0.0005801574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001547457,"about_ca_topic_score_gemma":0.00001364116,"domain_scores_codex":[0.9967514,0.0002483084,0.0008416906,0.0000764225,0.001954838,0.0001272922],"domain_scores_gemma":[0.9879822,0.00009419408,0.0003816014,0.0002077986,0.01128636,0.00004790637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005639664,0.0000601069,0.01946487,0.00005244104,0.0004570092,0.00002179157,0.001438752,0.03726148,0.02514329,0.000003713493,0.0001120948,0.9159281],"study_design_scores_gemma":[0.003639803,0.0008970712,0.05002215,0.00718023,0.0009751587,0.0003969953,0.02574767,0.05711428,0.8517706,0.0008240617,0.001045182,0.0003867651],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887646,0.001675172,0.001497873,0.00003967458,0.004449937,0.0003389012,0.000007117759,0.00004497749,0.003181732],"genre_scores_gemma":[0.998059,0.0001005835,0.001555127,0.000006857013,0.0002032532,0.00001800679,0.00003677576,0.00001567763,0.000004771135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9155413,"threshold_uncertainty_score":0.6154301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357118186264456,"score_gpt":0.3477160032805146,"score_spread":0.3120041846540689,"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."}}