{"id":"W2772130256","doi":"","title":"2nd TwiCs symposium summary","year":2017,"lang":"en","type":"article","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethics committee; Informed consent; Research ethics; Medicine; Ethical issues; Research design; Engineering ethics; Alternative medicine; Political science; Psychology; Sociology; Engineering; Social science; Public administration; Psychiatry; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008458734,0.001776675,0.00100377,0.002509832,0.00270531,0.008757281,0.003050393,0.005491836,0.3820174],"category_scores_gemma":[0.01290586,0.0009067468,0.001779655,0.001590402,0.001224858,0.003428777,0.006810947,0.007799812,0.1793531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005812658,"about_ca_system_score_gemma":0.01450895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007938197,"about_ca_topic_score_gemma":0.01260715,"domain_scores_codex":[0.9946721,0.0009683968,0.0003680197,0.0007679477,0.002335069,0.0008884619],"domain_scores_gemma":[0.9907365,0.0008240715,0.0003639609,0.0007631841,0.004663899,0.002648302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000582612,0.00002086083,0.00005842456,0.0001995719,0.000004939481,0.00005227269,0.00006176379,0.00005348689,0.0002160708,0.003396298,0.9730601,0.02281788],"study_design_scores_gemma":[0.000007162459,0.00001242563,0.0001285742,0.0001394616,0.000001816194,0.00001778658,0.00004698911,0.00001966629,0.00007183616,0.0005190228,0.9990313,0.00000382405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00131816,0.02165502,0.00397281,0.1244797,0.3901764,0.0009154585,0.005790908,0.001160947,0.4505306],"genre_scores_gemma":[0.004416157,0.007289145,0.001178914,0.01899821,0.02891952,0.0006752001,0.003219707,0.0006641717,0.934639],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3820174,"threshold_uncertainty_score":0.8814771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3034725302245745,"score_gpt":0.4395006631375212,"score_spread":0.1360281329129467,"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."}}