{"id":"W4403440880","doi":"10.2196/62742","title":"Assessing the Usability and Effectiveness of an AI-Powered Telehealth Platform: Mixed Methods Study on the Perspectives of Patients and Providers","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Usability; Telehealth; Computer science; Telemedicine; World Wide Web; Human–computer interaction; Health care; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03042548,0.0005137985,0.001053544,0.001654875,0.002262558,0.002592914,0.0006912842,0.0009301091,0.001884951],"category_scores_gemma":[0.03514137,0.0006432548,0.001016861,0.001285753,0.001199067,0.00189434,0.001813475,0.0009513453,0.0002835785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533371,"about_ca_system_score_gemma":0.001931151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092178,"about_ca_topic_score_gemma":0.001913714,"domain_scores_codex":[0.9761879,0.0179663,0.001774074,0.0009308241,0.001991369,0.00114954],"domain_scores_gemma":[0.9557765,0.03141225,0.004446388,0.001319953,0.005620881,0.001424075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00142381,0.008612805,0.4359235,0.001557058,0.0003230681,0.001102105,0.4732783,0.0002810357,0.003844418,0.0005172628,0.0007445807,0.07239207],"study_design_scores_gemma":[0.0004652227,0.0242305,0.3094679,0.0007268148,0.0003682677,0.001553694,0.6515546,0.002453849,0.00369567,0.000416976,0.004868878,0.0001975212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984711,0.0001010914,0.0004627294,0.00007209172,0.000004138969,0.0004740647,0.00003938102,0.000003050784,0.000372395],"genre_scores_gemma":[0.9959258,0.0002312489,0.00188966,0.0002396163,0.00001622755,0.001392824,0.0000472458,0.000005151323,0.0002523322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03042548,"threshold_uncertainty_score":0.1609072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166864098866425,"score_gpt":0.5647721420776631,"score_spread":0.4480857321910206,"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."}}