{"id":"W3206801076","doi":"10.1186/s41687-021-00364-4","title":"Measuring value in healthcare from a patients’ perspective","year":2021,"lang":"en","type":"editorial","venue":"Journal of Patient-Reported Outcomes","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"EuroQol Research Foundation; University of Alberta","keywords":"Perspective (graphical); Health care; Value (mathematics); Psychology; Computer science; Political science; Statistics; Mathematics; Artificial intelligence","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":[0.02407492,0.00468178,0.007256935,0.007264297,0.004597515,0.01647433,0.005078509,0.02747542,0.006100828],"category_scores_gemma":[0.1166036,0.00180746,0.003203158,0.005043222,0.007413357,0.008426051,0.002432307,0.03929649,0.003324097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006632735,"about_ca_system_score_gemma":0.007167581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003601243,"about_ca_topic_score_gemma":0.009643502,"domain_scores_codex":[0.978749,0.006303057,0.003470424,0.001366752,0.009367404,0.0007433235],"domain_scores_gemma":[0.8394266,0.1178458,0.004681929,0.002164966,0.03006475,0.005815849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003748622,0.00002482063,0.00009464855,0.0006227532,0.00007340538,0.0000916663,0.00005175369,0.00003291588,0.00002431988,0.001136113,0.9887351,0.00907502],"study_design_scores_gemma":[0.0002604385,0.0001254329,0.002110975,0.005331147,0.0005984057,0.0007381797,0.0005940346,0.0007861519,0.0002060987,0.008366009,0.9807637,0.000119491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000457632,0.01107606,0.0001417113,0.06128727,0.9265207,0.00001370209,0.00004081855,0.00002156275,0.0008523761],"genre_scores_gemma":[0.0006960341,0.005935711,0.0001420347,0.01487235,0.9768628,0.00002347307,0.00001269106,0.00001806731,0.00143672],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02747542,"threshold_uncertainty_score":0.1273219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07368560846837277,"score_gpt":0.4097008857224291,"score_spread":0.3360152772540563,"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."}}