{"id":"W2735635466","doi":"10.1136/tsaco-2017-000084","title":"Protecting study participants in emergency research: is community consultation before trial commencement enough?","year":2017,"lang":"en","type":"article","venue":"Trauma Surgery & Acute Care Open","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Informed consent; Family medicine; Perception; Medicine; Telephone survey; Psychology; Telephone interview; Clinical trial; Alternative medicine; Advertising; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.4120262,0.0005684616,0.00183783,0.001537598,0.008860293,0.008211041,0.003556758,0.01003061,0.007172657],"category_scores_gemma":[0.5755185,0.001022257,0.000884434,0.002440521,0.007636549,0.005572289,0.007567333,0.00882737,0.001574542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00912399,"about_ca_system_score_gemma":0.09002218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009567819,"about_ca_topic_score_gemma":0.02994674,"domain_scores_codex":[0.429295,0.5154456,0.02000339,0.005051345,0.01996792,0.01023677],"domain_scores_gemma":[0.2681757,0.5336953,0.07042403,0.03381835,0.05051523,0.04337137],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01330756,0.004223255,0.06197348,0.03202779,0.0008639775,0.003703978,0.08998534,0.000773337,0.00285596,0.009125356,0.1278098,0.6533501],"study_design_scores_gemma":[0.01859933,0.0216669,0.2960943,0.07400037,0.001165386,0.004039066,0.1210769,0.002321807,0.003262561,0.02378669,0.4328025,0.001184123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1392583,0.03200515,0.01615936,0.7439989,0.005829341,0.02684643,0.0003800269,0.000376272,0.03514635],"genre_scores_gemma":[0.7410907,0.01198234,0.03805256,0.168998,0.005678073,0.0315282,0.000344099,0.0002200386,0.002106015],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5879738,"threshold_uncertainty_score":0.7250764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8932908865211211,"score_gpt":0.6923873636495523,"score_spread":0.2009035228715688,"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."}}