{"id":"W2981607397","doi":"10.1177/0844562119883740","title":"Research Versus Quality Improvement","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Nursing Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06678953,0.00103293,0.002142663,0.00324881,0.006272378,0.01428271,0.003146552,0.05541615,0.01734158],"category_scores_gemma":[0.2017945,0.0009235844,0.001566116,0.002745589,0.02951566,0.01393148,0.008038061,0.0565802,0.00637838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02067122,"about_ca_system_score_gemma":0.02706462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03711384,"about_ca_topic_score_gemma":0.05092403,"domain_scores_codex":[0.9344968,0.02729699,0.005811476,0.005916422,0.02261807,0.003860325],"domain_scores_gemma":[0.808789,0.1241817,0.0112046,0.008989367,0.03019322,0.01664217],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008124987,0.00004436333,0.0003417509,0.0002567199,0.00003877259,0.0001281786,0.00026311,0.00009545049,0.00006328832,0.2081087,0.7654597,0.02511876],"study_design_scores_gemma":[0.0003161239,0.00007282363,0.0009205923,0.001485268,0.00005518593,0.0002236913,0.0005705872,0.0003504132,0.0001243345,0.1495837,0.8462365,0.00006085524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001048831,0.007880164,0.0002682031,0.9694425,0.01334371,0.00001373004,0.00003493818,0.00001449376,0.008897456],"genre_scores_gemma":[0.006655687,0.003124799,0.0003933868,0.9577512,0.02595128,0.00005016416,0.00002007697,0.00002585216,0.006027748],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9332105,"threshold_uncertainty_score":0.353221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8190391126869542,"score_gpt":0.611095749823445,"score_spread":0.2079433628635092,"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."}}