{"id":"W1801531887","doi":"","title":"Survey: EHR use in U.S., Canada lags other countries","year":2009,"lang":"en","type":"article","venue":"InfoTech Bulletin","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Commonwealth; Electronic health record; Health records; Family medicine; Environmental health; Economic growth; Health care; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006090608,0.0003856219,0.0003184486,0.001894184,0.001116069,0.0008091766,0.0007366065,0.0003782661,0.00500125],"category_scores_gemma":[0.002014455,0.0002734478,0.0004567848,0.006589625,0.0003197796,0.0005127899,0.0007150256,0.000576315,0.001461975],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008702766,"about_ca_system_score_gemma":0.01907419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.978307,"about_ca_topic_score_gemma":0.9858156,"domain_scores_codex":[0.9992478,0.00005732902,0.00009282002,0.00009266267,0.0003183714,0.0001909115],"domain_scores_gemma":[0.9968371,0.0001243744,0.0005571914,0.00006942438,0.001970171,0.0004417087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002572451,0.0002035885,0.8896397,0.0002064513,0.000119656,0.00006723683,0.0008313291,0.0003321036,0.0004977699,0.0003526362,0.09695776,0.01053465],"study_design_scores_gemma":[0.00004142211,0.0000232139,0.9910198,0.00002941186,0.00001826316,0.00002699244,0.0006390433,0.0002014997,0.0002263718,0.00001732776,0.007746473,0.00001026913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4966198,0.0003523578,0.0004939415,0.001363048,0.00005426718,0.0007631446,0.4829162,0.0001917537,0.01724556],"genre_scores_gemma":[0.6687439,0.0009953089,0.002330889,0.00229294,0.00004916915,0.0009945375,0.3065257,0.00006236683,0.01800512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9912972,"threshold_uncertainty_score":0.06314331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1695722126652295,"score_gpt":0.3901495641535973,"score_spread":0.2205773514883677,"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."}}