{"id":"W1568210351","doi":"10.1503/cmaj.1150053","title":"Time to rethink EMRs","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Analogy; Health information technology; Health care; Data science; Medicine; Public relations; Political science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02925436,0.0009290233,0.0012048,0.001372557,0.007353546,0.01355679,0.005831858,0.06618969,0.03584365],"category_scores_gemma":[0.1275864,0.0008050266,0.002208892,0.0009894256,0.01178006,0.02427329,0.008839113,0.09344741,0.02202361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007002333,"about_ca_system_score_gemma":0.01493473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007911261,"about_ca_topic_score_gemma":0.01650618,"domain_scores_codex":[0.9771728,0.007553598,0.002037443,0.002693439,0.007607152,0.002935552],"domain_scores_gemma":[0.917869,0.04767795,0.00316756,0.003964328,0.01337805,0.01394307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001084859,0.00002787378,0.000155525,0.00003738695,0.000006490865,0.0003324145,0.0004311631,0.0000470198,0.00006368231,0.01192159,0.9694896,0.01747633],"study_design_scores_gemma":[0.0000192244,0.00002695273,0.0001821953,0.0003579149,0.000006658193,0.0004685156,0.001153931,0.00012313,0.00007200772,0.01774153,0.9798077,0.00004027739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000831619,0.0004742778,0.0003389113,0.9888841,0.00787926,0.000007470665,0.00001431813,0.00006218181,0.002256349],"genre_scores_gemma":[0.001226463,0.000302166,0.0004781451,0.9859747,0.0083483,0.00002034856,0.00001326148,0.00003720115,0.003599328],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06618969,"threshold_uncertainty_score":0.1547137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03607733057908465,"score_gpt":0.3759052652425499,"score_spread":0.3398279346634653,"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."}}