{"id":"W2559845945","doi":"10.1177/0840470416669926","title":"Appropriate ethics review is required","year":2016,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Innovates","funders":"","keywords":"Engineering ethics; Ethical issues; Research ethics; Quality (philosophy); Medicine; Psychology; Knowledge management; Business; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3221495,0.001649368,0.005051682,0.004983248,0.008733987,0.01815136,0.005700296,0.0365731,0.01614343],"category_scores_gemma":[0.5604596,0.002107778,0.00368981,0.003112377,0.01259026,0.01580527,0.01387497,0.03638037,0.02538043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006319818,"about_ca_system_score_gemma":0.1001735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248545,"about_ca_topic_score_gemma":0.002017895,"domain_scores_codex":[0.5642039,0.2918568,0.052261,0.01191463,0.06733233,0.01243131],"domain_scores_gemma":[0.196452,0.3440248,0.02732896,0.1022651,0.2637809,0.06614812],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001611505,0.0005622514,0.002401625,0.001881543,0.0001741962,0.003962414,0.00865066,0.0004912413,0.00283202,0.04344528,0.7676665,0.1677712],"study_design_scores_gemma":[0.0001620986,0.0001280586,0.001981895,0.006112756,0.00005499031,0.004384808,0.004767305,0.001256942,0.0007491956,0.06065549,0.9195017,0.0002448898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005262482,0.00910692,0.08573198,0.7785694,0.04649692,0.008922978,0.00022846,0.001831979,0.06384892],"genre_scores_gemma":[0.09800652,0.01467523,0.2511927,0.5055889,0.04928564,0.01698656,0.001296831,0.001613821,0.06135384],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9634269,"threshold_uncertainty_score":0.8359103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.52667634656678,"score_gpt":0.5941625815290573,"score_spread":0.06748623496227735,"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."}}