{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02175621,0.0003149881,0.004081957,0.0002749624,0.0002448573,0.00001649824,0.0007186106,0.0002957583,0.000372387],"category_scores_gemma":[0.008089078,0.0001780607,0.0004265945,0.0007861532,0.0005053044,0.0003853955,0.0001781315,0.0020932,0.000001173643],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596493,"about_ca_system_score_gemma":0.01163975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136843,"about_ca_topic_score_gemma":0.0008789171,"domain_scores_codex":[0.9814317,0.004197676,0.009243697,0.0001264971,0.004301277,0.0006991301],"domain_scores_gemma":[0.9690651,0.007130692,0.02026779,0.0003896314,0.002774733,0.0003720083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1141516,0.002360079,0.6315206,0.002539099,0.007429292,0.000005307797,0.2253655,0.001106811,0.000002199249,0.0008563043,0.002957039,0.01170617],"study_design_scores_gemma":[0.5790556,0.013042,0.04198429,0.004860803,0.003133732,0.00003258439,0.2728214,0.083432,0.00001696543,0.0001100776,0.0009273079,0.0005832579],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838371,0.0001980135,0.01036956,0.000602626,0.0005606827,0.003780586,0.00002662833,0.00001529666,0.0006095375],"genre_scores_gemma":[0.9956954,0.001396254,0.001753489,0.0007074196,0.0002104324,0.0001727588,0.000005483264,0.00002543773,0.00003336511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5895363,"threshold_uncertainty_score":0.9939634,"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."}}