{"id":"W6921048164","doi":"10.6084/m9.figshare.c.3602735_d1","title":"Additional file 1: Appendix. of Research ethics committees in the regulation of clinical research: comparison of Finland to England, Canada, and the United States","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research ethics; Ethics committee; Government (linguistics); Confidentiality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006666512,0.0005556525,0.001009088,0.00484343,0.001834,0.00231285,0.001641299,0.001355391,0.8722721],"category_scores_gemma":[0.1056742,0.0007616317,0.0005006727,0.01016808,0.0006736912,0.002709192,0.001211533,0.001114212,0.2343645],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005152039,"about_ca_system_score_gemma":0.01009163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05493067,"about_ca_topic_score_gemma":0.08094469,"domain_scores_codex":[0.9968079,0.001055864,0.000585034,0.0002501457,0.0009196519,0.0003815212],"domain_scores_gemma":[0.8419172,0.1235967,0.006208872,0.003628905,0.02162419,0.00302416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001023692,0.00004169419,0.001289417,0.001032034,0.000007392382,0.00003653721,0.0001699705,0.0001251955,0.000009500355,0.0009839546,0.9879493,0.008252679],"study_design_scores_gemma":[0.001514381,0.0001002153,0.03452959,0.004775315,0.000072197,0.0004529123,0.0024686,0.0004854487,0.0001829446,0.008104653,0.9472044,0.0001094428],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0005731941,0.0000887548,0.0005635257,0.0007807969,0.00007513961,0.0008680085,0.9816565,0.0002671798,0.01512686],"genre_scores_gemma":[0.03730511,0.001427416,0.01231102,0.003019124,0.0004025723,0.01815862,0.8211419,0.001322694,0.1049115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9986446,"threshold_uncertainty_score":0.1821884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8030446199805064,"score_gpt":0.638997273925268,"score_spread":0.1640473460552384,"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."}}