{"id":"W3037361579","doi":"10.2196/19487","title":"User Perceptions of Virtual Hospital Apps in China: Systematic Search","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Tianjin City; National Natural Science Foundation of China","keywords":"App store; World Wide Web; Health care; Service (business); Internet privacy; Computer science; Business","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":[0.008631609,0.0008813987,0.003260434,0.0155486,0.001010724,0.001560785,0.001057544,0.0009140996,0.002479202],"category_scores_gemma":[0.01968221,0.000534031,0.002008768,0.01296392,0.001044394,0.002435303,0.001701241,0.0004657793,0.0001822062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002683511,"about_ca_system_score_gemma":0.009745809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151587,"about_ca_topic_score_gemma":0.02208234,"domain_scores_codex":[0.9936795,0.001430282,0.00270139,0.0004925197,0.001453599,0.0002428354],"domain_scores_gemma":[0.9808196,0.01324137,0.003291327,0.000329157,0.001927205,0.0003912424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008458139,0.0001636665,0.1106075,0.6474746,0.003144641,0.00160224,0.02052148,0.000241423,0.002135935,0.0009077116,0.005982646,0.2063722],"study_design_scores_gemma":[0.0007460691,0.002116958,0.4439707,0.4116996,0.02716116,0.003192928,0.0413075,0.00163174,0.002162159,0.001389314,0.06424103,0.0003808168],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4458043,0.5214895,0.002207891,0.00218691,0.0001749534,0.007851355,0.01524987,0.0001641893,0.004871141],"genre_scores_gemma":[0.7469077,0.230041,0.004913822,0.002359115,0.00009444534,0.009235916,0.00543492,0.00004141907,0.0009716094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0155486,"threshold_uncertainty_score":0.04564881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505788109114718,"score_gpt":0.437962728490974,"score_spread":0.3829048473998268,"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."}}