{"id":"W2039498390","doi":"10.2196/resprot.2584","title":"A Simple and Reliable Health Monitoring System For Shoulder Health: Proposal","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Taipei Veterans General Hospital; National Science Council","keywords":"Computer science; Web application; The Internet; User interface; Health care; Simple (philosophy); World Wide Web; Human–computer interaction","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":[0.001647803,0.0006777188,0.000500214,0.001092477,0.0006935251,0.001486772,0.002269175,0.001958296,0.01065006],"category_scores_gemma":[0.002021556,0.0004908085,0.0005809751,0.000425422,0.0006376982,0.001843701,0.001126967,0.0006821826,0.003973364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182954,"about_ca_system_score_gemma":0.001274294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002029487,"about_ca_topic_score_gemma":0.0008615025,"domain_scores_codex":[0.9988725,0.000214845,0.000100866,0.0001980969,0.0004976895,0.0001160214],"domain_scores_gemma":[0.998804,0.0001490241,0.00006500859,0.0001122544,0.0007034392,0.0001662795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001257988,0.00117404,0.01198568,0.002470365,0.000208356,0.002041441,0.001253362,0.00872197,0.1847102,0.01479287,0.04666658,0.7247171],"study_design_scores_gemma":[0.001416691,0.01010128,0.035227,0.000709795,0.0007846308,0.008333802,0.001252995,0.3072797,0.2009788,0.009054341,0.4241911,0.0006698548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.04563058,0.001134471,0.9049379,0.002206782,0.0008433704,0.006483361,0.0007309985,0.02136741,0.01666512],"genre_scores_gemma":[0.3220368,0.001236415,0.6369835,0.001066232,0.000475413,0.004122949,0.002155877,0.0005334521,0.03138927],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01065006,"threshold_uncertainty_score":0.03562802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3578931819107886,"score_gpt":0.6565397544541821,"score_spread":0.2986465725433936,"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."}}