{"id":"W1971923652","doi":"10.4103/0974-2700.44673","title":"What′s new in emergencies, trauma and shock? Publishing clinical trials in JETS from countries around the globe","year":2009,"lang":"en","type":"article","venue":"Journal of Emergencies Trauma and Shock","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical trial; Transparency (behavior); Medicine; Public trust; Informed consent; Honesty; Globe; Declaration of Helsinki; Alternative medicine; Scientific misconduct; Research ethics; Ethical code; Clinical research; Public relations; Political science; Law; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1865807,0.0007281083,0.00403157,0.01316213,0.003050712,0.03956948,0.003241819,0.01285455,0.01505415],"category_scores_gemma":[0.6122251,0.001494106,0.00174555,0.02276538,0.01199997,0.02149547,0.009668331,0.01374891,0.005749595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006886357,"about_ca_system_score_gemma":0.02014919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002065422,"about_ca_topic_score_gemma":0.00275538,"domain_scores_codex":[0.7513519,0.1484237,0.05647717,0.005634773,0.03541731,0.002695087],"domain_scores_gemma":[0.2082205,0.57481,0.08683182,0.04184792,0.05937048,0.02891935],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004838633,0.00010157,0.004655266,0.009855047,0.0004910916,0.00189204,0.008771971,0.0003274459,0.0006315503,0.04100674,0.675886,0.2558974],"study_design_scores_gemma":[0.0001687443,0.0001182779,0.00252259,0.01532409,0.0001513989,0.0008711352,0.002929088,0.0002216799,0.0003466997,0.01493608,0.9623007,0.0001094988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001998272,0.137841,0.003172831,0.752678,0.09096206,0.0001892755,0.0005212156,0.0002879921,0.0123493],"genre_scores_gemma":[0.0565748,0.2086179,0.01552266,0.4854577,0.2180972,0.000629902,0.0008216368,0.001960285,0.01231782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8134193,"threshold_uncertainty_score":0.9867446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6058827865472877,"score_gpt":0.5788482822164335,"score_spread":0.02703450433085419,"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."}}