{"id":"W2138914715","doi":"10.2196/mhealth.3303","title":"The Application of Telemedicine in Orthopedic Surgery in Singapore: A Pilot Study on a Secure, Mobile Telehealth Application and Messaging Platform","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Telehealth; mHealth; Orthopedic surgery; Medicine; Mobile device; Medical emergency; Health care; Computer science; World Wide Web; Surgery; Nursing; Psychological intervention","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":[0.006069189,0.0006152909,0.000478876,0.0008076525,0.001332533,0.001021929,0.0008714433,0.0009181922,0.003494693],"category_scores_gemma":[0.007579755,0.0004946419,0.0007800266,0.0005835724,0.0007615577,0.001254405,0.001243441,0.001200735,0.0008961965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008613975,"about_ca_system_score_gemma":0.002115066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004202781,"about_ca_topic_score_gemma":0.007389728,"domain_scores_codex":[0.996976,0.001768843,0.000278229,0.0001706904,0.000374637,0.0004316191],"domain_scores_gemma":[0.9913692,0.003435581,0.0009145644,0.0005980031,0.001659836,0.002022843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004579098,0.1366405,0.3735802,0.003191001,0.0002524942,0.01276089,0.2313275,0.001203254,0.04884326,0.0003633795,0.00287661,0.184382],"study_design_scores_gemma":[0.001494234,0.2705076,0.5879968,0.0003116218,0.0003082067,0.003715571,0.111532,0.002584373,0.01126582,0.00009726653,0.009998493,0.0001880506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998809,0.0000210538,0.0001661706,0.0000605926,0.00000551749,0.0004222587,0.00002833161,0.000006441267,0.0004806482],"genre_scores_gemma":[0.9943101,0.0002632247,0.00243596,0.0002692518,0.00002728249,0.001054856,0.0001167408,0.00001221443,0.001510364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006069189,"threshold_uncertainty_score":0.03209728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347206033162247,"score_gpt":0.3966942861981059,"score_spread":0.3432222258664834,"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."}}