{"id":"W3089665229","doi":"10.1136/bmjinnov-2020-000436","title":"Evaluation of Secure Mobile and Clinical Communication Solution (SMaCCS) across acute and community practice settings","year":2020,"lang":"en","type":"article","venue":"BMJ Innovations","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; CARE Canada; Royal Jubilee Hospital; University of British Columbia","funders":"","keywords":"Health care; Information flow; Observational study; Information sharing; Communications system; Computer science; Medical emergency; Internet privacy; Medicine; World Wide Web; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0302148,0.0004306624,0.000584852,0.001261831,0.001528944,0.002017781,0.00100428,0.0008949963,0.003459798],"category_scores_gemma":[0.08973121,0.0004162441,0.0008657393,0.0009679304,0.0009144315,0.002053595,0.002377769,0.001075611,0.0006537486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00314797,"about_ca_system_score_gemma":0.01089335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005952257,"about_ca_topic_score_gemma":0.009623216,"domain_scores_codex":[0.9668112,0.0208987,0.003773772,0.001130314,0.005863088,0.001522882],"domain_scores_gemma":[0.9331138,0.02665822,0.00696729,0.00328226,0.02282522,0.007153233],"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":[0.008379092,0.0296416,0.3042379,0.005103191,0.0004619413,0.0009146282,0.04777196,0.001927251,0.005577728,0.001163569,0.007638412,0.5871828],"study_design_scores_gemma":[0.006158309,0.2060936,0.6435838,0.003134394,0.001088466,0.001171161,0.07876068,0.010188,0.009705645,0.001032786,0.03866241,0.0004208749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883598,0.0002022152,0.001302942,0.0006972549,0.00005828392,0.006023401,0.0003156206,0.0001067005,0.002933745],"genre_scores_gemma":[0.9751725,0.0004472717,0.01508323,0.0005307614,0.00005812367,0.007155295,0.0004265491,0.00002921599,0.001097032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0302148,"threshold_uncertainty_score":0.1597931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.282030083068645,"score_gpt":0.6146419975152149,"score_spread":0.3326119144465698,"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."}}