{"id":"W2001598998","doi":"10.2196/mhealth.3293","title":"An Effective Support System of Emergency Medical Services With Tablet Computers","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Ministry of Internal Affairs and Communications","keywords":"Medical emergency; Emergency medical services; Government (linguistics); Service (business); Information system; Business; Operations management; Medicine; Engineering; Marketing","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":[0.0009270815,0.0004996484,0.0004430616,0.001327755,0.0005012347,0.001490091,0.0008022445,0.0005534764,0.004941531],"category_scores_gemma":[0.00481434,0.0002438526,0.0003600429,0.001244437,0.0002403288,0.001560965,0.001466087,0.0004512614,0.001732606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000625251,"about_ca_system_score_gemma":0.00105943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757602,"about_ca_topic_score_gemma":0.001252129,"domain_scores_codex":[0.9983146,0.0004289389,0.0003134574,0.0002426625,0.0005370395,0.0001632507],"domain_scores_gemma":[0.9966131,0.000589247,0.0007300453,0.000440231,0.001089303,0.0005380737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002978702,0.002077918,0.2854756,0.001312113,0.0003259213,0.002945906,0.0007958431,0.004475288,0.01676656,0.001541813,0.04155643,0.6397479],"study_design_scores_gemma":[0.002044276,0.008897959,0.7078199,0.0007834256,0.0009850712,0.008215067,0.001876239,0.08479714,0.02389377,0.001940026,0.1583686,0.0003784692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140264,0.00392399,0.04463526,0.00253316,0.0005893719,0.003949222,0.007722908,0.003647619,0.018972],"genre_scores_gemma":[0.9640241,0.0009915375,0.02623767,0.00058256,0.0003244874,0.001178396,0.003580761,0.0000382199,0.003042149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004941531,"threshold_uncertainty_score":0.01653105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03811721035708084,"score_gpt":0.3817059993613025,"score_spread":0.3435887890042216,"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."}}