{"id":"W2339049822","doi":"10.7202/1044265ar","title":"Multisite Research Ethics Review: Problems and Potential Solutions","year":2018,"lang":"en","type":"article","venue":"BioéthiqueOnline","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Management science; Research ethics; Process (computing); Reciprocal; Information ethics; Empirical research; Computer science; Engineering; Epistemology","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","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5813959,0.001983721,0.003772355,0.009347877,0.01696391,0.02312396,0.0110362,0.02165295,0.007887371],"category_scores_gemma":[0.6971979,0.002731306,0.003200032,0.01381388,0.03719713,0.02950641,0.02085659,0.02324532,0.002433928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02235964,"about_ca_system_score_gemma":0.07639953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004428174,"about_ca_topic_score_gemma":0.008138489,"domain_scores_codex":[0.227446,0.6295364,0.04290756,0.02403403,0.07021359,0.005862271],"domain_scores_gemma":[0.08976754,0.7576365,0.04590623,0.03386611,0.05981201,0.01301154],"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":[0.0003381885,0.0004308234,0.01130955,0.008366893,0.000642188,0.003243176,0.02803739,0.002320604,0.0005340908,0.5145212,0.1083247,0.3219312],"study_design_scores_gemma":[0.0006236728,0.0003682141,0.006915774,0.02239794,0.0002406841,0.007549187,0.03378076,0.007239777,0.0005420326,0.689907,0.229836,0.0005990622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009078884,0.03631737,0.1076452,0.8161702,0.008173396,0.00164055,0.00008013714,0.0004123185,0.02048195],"genre_scores_gemma":[0.3757368,0.03021467,0.335262,0.2239531,0.01642262,0.009665148,0.0002039059,0.0006845837,0.007857313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9783471,"threshold_uncertainty_score":0.5162135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7807093426920454,"score_gpt":0.6539740728794942,"score_spread":0.1267352698125512,"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."}}