{"id":"W3145355484","doi":"10.34105/j.kmel.2020.12.022","title":"A case study of patient journey mapping to identify gaps in healthcare: Learning from experience with cancer diagnosis and treatment","year":2020,"lang":"en","type":"article","venue":"Knowledge Management & E-Learning An International Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Health care; Health professionals; Nursing; Healthcare system; Healthcare policy; Patient care; Medicine; Psychology; Medical emergency; Political science; Health policy; Health care reform","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004592333,0.0002483118,0.0003615067,0.0003988193,0.000728377,0.00007144558,0.0002649105,0.00005555712,0.0003053189],"category_scores_gemma":[0.00004551511,0.000210628,0.00004125095,0.0003251841,0.00002470099,0.0002768316,0.0002972628,0.0007885486,0.00002574012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007782386,"about_ca_system_score_gemma":0.0001145891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007949455,"about_ca_topic_score_gemma":0.004810811,"domain_scores_codex":[0.9963438,0.001130951,0.001010292,0.0004751908,0.0005825895,0.0004571974],"domain_scores_gemma":[0.9982014,0.0001926443,0.0005907862,0.0001289548,0.0002909398,0.0005953253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003223138,0.0006790906,0.7154199,0.0001214476,0.0001445726,0.001175883,0.2401026,0.001052103,0.000007995745,0.00003168199,0.00005830048,0.04088417],"study_design_scores_gemma":[0.007399232,0.008233574,0.1537533,0.003447094,0.00007981077,0.00007349947,0.8031855,0.002552338,0.00002653768,0.00002173876,0.02078873,0.0004386287],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959238,0.0003681799,0.0001357763,0.0008800528,0.0007475773,0.001340438,0.00001040132,0.00003473545,0.0005591094],"genre_scores_gemma":[0.9963267,0.001011799,0.0004096795,0.0007644157,0.0003350026,0.0009615476,0.00002631325,0.00003110256,0.0001333738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.563083,"threshold_uncertainty_score":0.9986567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2558766439916766,"score_gpt":0.4642314249357268,"score_spread":0.2083547809440502,"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."}}