{"id":"W4232005257","doi":"10.1177/229255031502300101","title":"Accuracy and completeness of electronic medical records obtained from referring physicians in a Hamilton, Ontario, plastic surgery practice: A prospective feasibility study","year":2015,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa","funders":"","keywords":"Medical record; Medicine; Audit; Referral; Medical history; Completeness (order theory); Medical emergency; Family medicine; Surgery; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0186553,0.0002515827,0.0005215918,0.003818088,0.001297708,0.001588831,0.00113492,0.0005152168,0.0009787687],"category_scores_gemma":[0.1179157,0.0006728266,0.0003888484,0.006207878,0.001293453,0.001832147,0.001828196,0.000396098,0.0002935589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005845968,"about_ca_system_score_gemma":0.007473815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2013827,"about_ca_topic_score_gemma":0.2938057,"domain_scores_codex":[0.9696094,0.008596999,0.00671728,0.002049345,0.01149379,0.001533132],"domain_scores_gemma":[0.8748098,0.03410129,0.05073668,0.009080589,0.02951447,0.001757257],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005523946,0.0000334234,0.9958318,0.00005239363,0.00001639218,0.00005757893,0.001063403,0.00003090773,0.00009562627,0.00001851282,0.00008719477,0.002657437],"study_design_scores_gemma":[0.000009610488,0.0001575997,0.9978125,0.00003418909,0.00001559832,0.0001300059,0.001090295,0.0002873728,0.0001170161,0.00001224965,0.0003264629,0.000006954087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996036,0.0002846977,0.0006096904,0.0001883664,0.00000805067,0.0004633106,0.001359022,0.00001404482,0.001036929],"genre_scores_gemma":[0.9971501,0.0002119053,0.001456305,0.00008042679,0.00001655573,0.0001679378,0.0007313123,0.000004416914,0.0001810414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9813447,"threshold_uncertainty_score":0.400421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264277768673854,"score_gpt":0.4159153631102224,"score_spread":0.289487586242837,"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."}}