{"id":"W2233503894","doi":"10.4172/plastic-surgery.1000900","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":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa","funders":"","keywords":"Medical record; Audit; Medicine; Referral; Medical history; Family medicine; Surgery; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.01494901,0.0002249483,0.0004607655,0.003341884,0.001160834,0.001459192,0.001082157,0.0004934077,0.0009730115],"category_scores_gemma":[0.1027353,0.0005918395,0.0003539319,0.00554832,0.001116477,0.001587222,0.001641152,0.0003818161,0.0002771444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005704844,"about_ca_system_score_gemma":0.007165967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2047222,"about_ca_topic_score_gemma":0.2960114,"domain_scores_codex":[0.9747851,0.006915782,0.005151719,0.001696384,0.01018091,0.001270007],"domain_scores_gemma":[0.8947595,0.02717311,0.04297401,0.007150617,0.02639199,0.001550742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005414298,0.00003322477,0.9959446,0.00004845843,0.00001621108,0.00005830611,0.0009731252,0.00002889625,0.0001052668,0.00001483114,0.00008724556,0.002635816],"study_design_scores_gemma":[0.000008963465,0.0001439136,0.998023,0.00003299354,0.00001430253,0.0001201689,0.0009780037,0.0002546157,0.0001144181,0.00000902667,0.0002946659,0.000005969082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967585,0.000240176,0.0004453239,0.0001807451,0.000006804847,0.0003300204,0.001171501,0.00001228378,0.0008546407],"genre_scores_gemma":[0.9976805,0.0001854961,0.001094695,0.00006845372,0.00001320134,0.0001170784,0.0006684163,0.000003634965,0.0001685196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7952778,"threshold_uncertainty_score":0.4070612,"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."}}