{"id":"W1236222620","doi":"10.1016/j.prro.2015.08.011","title":"Benefits of improving processes in cancer care with a care pathway-based electronic medical record","year":2015,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Electronic medical record; Medical record; Care pathway; MEDLINE; Medical care; Electronic health record; Family medicine; Medical emergency; Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02254261,0.0005027391,0.0005407507,0.001906656,0.001337158,0.005399543,0.001889391,0.001694048,0.009240824],"category_scores_gemma":[0.1412423,0.0004584962,0.001516961,0.002768027,0.0005444584,0.005909792,0.003891008,0.001795923,0.001238394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003269556,"about_ca_system_score_gemma":0.01111646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006860194,"about_ca_topic_score_gemma":0.01059329,"domain_scores_codex":[0.9646598,0.0218786,0.004138533,0.00189551,0.006426098,0.001001463],"domain_scores_gemma":[0.8569657,0.07478911,0.02683924,0.01841601,0.01556638,0.007423658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001976051,0.007120868,0.196554,0.001509802,0.0006014186,0.0001388301,0.001724275,0.00439366,0.001504372,0.004117986,0.01162131,0.7687375],"study_design_scores_gemma":[0.003871017,0.01326542,0.8333022,0.003892415,0.003405767,0.001772502,0.00871644,0.02970989,0.00921728,0.01458819,0.0778557,0.0004032167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8116334,0.005283217,0.03699712,0.0778375,0.00158704,0.004197339,0.004388659,0.002513156,0.05556257],"genre_scores_gemma":[0.8854941,0.001948926,0.1012593,0.004956378,0.0009578321,0.0006529712,0.001230086,0.0001043969,0.003396047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02254261,"threshold_uncertainty_score":0.1192182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08527295431729115,"score_gpt":0.4834747281442848,"score_spread":0.3982017738269937,"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."}}