{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06213957,0.001606658,0.001158178,0.001795825,0.001505343,0.001696191,0.001797706,0.001144213,0.001950601],"category_scores_gemma":[0.05230199,0.0006737731,0.00223954,0.00159485,0.0009457596,0.001232213,0.001984554,0.001280534,0.0008394775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005611923,"about_ca_system_score_gemma":0.01617894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01533043,"about_ca_topic_score_gemma":0.01436086,"domain_scores_codex":[0.9365096,0.03960763,0.005846448,0.001916122,0.01212656,0.003993741],"domain_scores_gemma":[0.9162297,0.01970941,0.0146851,0.00379116,0.03826519,0.007319327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0342889,0.110885,0.441504,0.005490823,0.00213495,0.000470206,0.008415644,0.007461258,0.004713466,0.0005277455,0.01226281,0.3718451],"study_design_scores_gemma":[0.008208212,0.2275625,0.7274176,0.001155109,0.0009986602,0.0002305132,0.004450754,0.004287462,0.007553521,0.0001034003,0.01784768,0.000184673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8941112,0.000755243,0.003671268,0.001009923,0.0001086464,0.08607091,0.004649057,0.0002936434,0.009330143],"genre_scores_gemma":[0.922149,0.0008591525,0.02034277,0.0004253991,0.0001216477,0.04588709,0.007369459,0.00007131239,0.002774074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06213957,"threshold_uncertainty_score":0.3286294,"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."}}