{"id":"W2810653172","doi":"10.1186/s13063-018-2724-2","title":"Accommodating quality and service improvement research within existing ethical principles","year":2018,"lang":"en","type":"letter","venue":"Trials","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Western University","funders":"Canadian Institutes of Health Research; Canada Excellence Research Chairs, Government of Canada; National Institute for Health and Care Research","keywords":"Research ethics; Set (abstract data type); Quality (philosophy); Health care; Engineering ethics; Informed consent; Medicine; Psychology; Knowledge management; Computer science; Alternative medicine; Political science; Epistemology; Engineering","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3193586,0.0008290613,0.002217864,0.00153867,0.01504144,0.02071849,0.00677418,0.07871626,0.004487428],"category_scores_gemma":[0.4530033,0.001190356,0.001924234,0.002161255,0.06839608,0.02489873,0.01833527,0.08574101,0.002574664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01537939,"about_ca_system_score_gemma":0.0602037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004586826,"about_ca_topic_score_gemma":0.006291392,"domain_scores_codex":[0.5493237,0.3254584,0.0335082,0.01602827,0.06591277,0.009768658],"domain_scores_gemma":[0.2936201,0.6100299,0.02354192,0.02520664,0.03707118,0.01053015],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009320581,0.0002563882,0.001901207,0.001016485,0.00004509882,0.001888034,0.02717164,0.0005153564,0.0009070779,0.6699638,0.2470059,0.04923581],"study_design_scores_gemma":[0.0001840239,0.0002212731,0.001182021,0.004055629,0.00004077996,0.002599481,0.01176425,0.00158976,0.0008704712,0.4002326,0.5770868,0.0001729306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001367695,0.001082056,0.006327589,0.9798601,0.003349122,0.0001465567,0.00001230858,0.00002512932,0.007829415],"genre_scores_gemma":[0.0371356,0.001126624,0.009869391,0.9426254,0.005745817,0.0007126385,0.00001970105,0.00003669174,0.002728106],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6806414,"threshold_uncertainty_score":0.839352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9836020550233808,"score_gpt":0.8222224933786301,"score_spread":0.1613795616447508,"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."}}