{"id":"W1958649880","doi":"10.1136/amiajnl-2011-000221","title":"Point-of-care clinical documentation: assessment of a bladder cancer informatics tool (<i>eCancerCare<sup>Bladder</sup></i>): a randomized controlled study of efficacy, efficiency and user friendliness compared with standard electronic medical records","year":2011,"lang":"en","type":"article","venue":"Journal of the American Medical Informatics Association","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Documentation; Medicine; Randomized controlled trial; Bladder cancer; Medical physics; Point of care; Informatics; Medical record; Health informatics; Cancer; Computer science; Internal medicine; Pathology","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":[0.007793051,0.001347994,0.002110642,0.00111134,0.0006903161,0.001498639,0.001366329,0.002481105,0.006546822],"category_scores_gemma":[0.017154,0.0008177945,0.001935967,0.0007896037,0.001529862,0.001798935,0.0008398752,0.002203571,0.0004705435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265947,"about_ca_system_score_gemma":0.00161813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009980501,"about_ca_topic_score_gemma":0.00133152,"domain_scores_codex":[0.989323,0.007272348,0.001099147,0.0009752549,0.0009694453,0.0003608423],"domain_scores_gemma":[0.9813691,0.009375199,0.005742435,0.000795007,0.0008099684,0.001908231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8808154,0.0682321,0.003112382,0.002207113,0.001262647,0.00003109924,0.0002147571,0.0002820297,0.001466727,0.0001055909,0.0003972367,0.04187276],"study_design_scores_gemma":[0.4622733,0.525259,0.009021257,0.000167935,0.000875263,0.0000303929,0.0001113048,0.0007462957,0.0009962483,0.00006587092,0.000412874,0.00004019924],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887934,0.001648191,0.0007904173,0.000238762,0.0002830614,0.00689505,0.0002970891,0.00007404745,0.0009800029],"genre_scores_gemma":[0.9787436,0.001081326,0.005215932,0.0003284897,0.0004590112,0.01315455,0.0002644362,0.00001553484,0.0007371295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007793051,"threshold_uncertainty_score":0.04121411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245119160366342,"score_gpt":0.4214524151017702,"score_spread":0.3990012234981068,"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."}}