{"id":"W2529103505","doi":"10.1177/1747016116673135","title":"Research ethics by design: A collaborative research design proposal","year":2016,"lang":"en","type":"article","venue":"Research Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Toronto East General Hospital","funders":"","keywords":"Engineering ethics; Research ethics; Research design; Process (computing); Compliance (psychology); Ethical issues; Information ethics; Knowledge management; Sociology; Computer science; Management science; Psychology; Engineering; Social psychology; Social science","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":[0.6021309,0.002531719,0.003840278,0.006931106,0.01120594,0.02268144,0.009375715,0.03959483,0.01038413],"category_scores_gemma":[0.6307718,0.003706585,0.005569519,0.005171319,0.02966656,0.01981604,0.0221791,0.02756418,0.007757008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087989,"about_ca_system_score_gemma":0.09119093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137699,"about_ca_topic_score_gemma":0.001089307,"domain_scores_codex":[0.3058091,0.5762653,0.03938325,0.01504506,0.05649168,0.00700557],"domain_scores_gemma":[0.2783439,0.5376644,0.01598904,0.05516212,0.08857355,0.02426702],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003400029,0.0006982244,0.0004131467,0.005960773,0.0001971055,0.001242647,0.04633287,0.0022748,0.00128033,0.7295986,0.08972505,0.1219364],"study_design_scores_gemma":[0.001341301,0.0008760418,0.0002763025,0.009742096,0.0001751075,0.001546166,0.01147268,0.005496969,0.001690016,0.3695375,0.5974796,0.0003663052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003939751,0.001758202,0.5948678,0.2320326,0.01885709,0.1307564,0.0005453706,0.0006674109,0.0165753],"genre_scores_gemma":[0.0191679,0.001247441,0.7942383,0.02892389,0.002347559,0.1496369,0.0002560953,0.0001732256,0.004008728],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9604052,"threshold_uncertainty_score":0.4906434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9282068780613373,"score_gpt":0.7457461906723061,"score_spread":0.1824606873890312,"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."}}