{"id":"W2294798893","doi":"10.2196/iproc.4697","title":"Review of Medical Device Connectivity in Neurocritical Care","year":2015,"lang":"en","type":"article","venue":"Iproceedings","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurointensive care; Interoperability; Intensive care; Informatics; Health informatics; Health informatics tools; Medicine; Medical emergency; Patient care; Intensive care medicine; Computer science; Nursing; Engineering; World Wide Web","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":[0.003813861,0.0009775166,0.001637629,0.009610713,0.0006950963,0.002213117,0.001808993,0.002140129,0.003716795],"category_scores_gemma":[0.01017005,0.0006388266,0.001244721,0.008692146,0.00106055,0.003172435,0.001197227,0.001611157,0.001494337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623626,"about_ca_system_score_gemma":0.005016771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003490446,"about_ca_topic_score_gemma":0.005396824,"domain_scores_codex":[0.9968879,0.0007692783,0.0009002489,0.0003075014,0.001024981,0.0001101525],"domain_scores_gemma":[0.9820587,0.01097752,0.001957307,0.0003478527,0.004330528,0.0003280597],"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":[0.00008028583,0.00006832093,0.0009490575,0.07089608,0.000175385,0.0004259013,0.0004321031,0.0005018778,0.001042748,0.00463132,0.03503947,0.8857574],"study_design_scores_gemma":[0.00001007204,0.0002132842,0.004143501,0.06033879,0.0004769662,0.0020268,0.0004475991,0.0002670047,0.0008007694,0.001479213,0.9297513,0.00004482843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003196804,0.9963261,0.0004891207,0.0006252387,0.0004657266,0.00002560813,0.00004821907,0.00001390404,0.001686278],"genre_scores_gemma":[0.002152984,0.9951539,0.001078993,0.0006496808,0.0004023648,0.00002624316,0.0001075105,0.000007697975,0.0004206485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009610713,"threshold_uncertainty_score":0.02016985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021895131787393,"score_gpt":0.4181350865334296,"score_spread":0.3159455733546903,"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."}}