{"id":"W2800301195","doi":"10.1186/s13063-018-2510-1","title":"Promoting public access to clinical trial protocols: challenges and recommendations","year":2018,"lang":"en","type":"letter","venue":"Trials","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Clinical trial; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1082173,0.0003930127,0.002795371,0.0004329519,0.000174686,0.0005212977,0.001022603,0.003755193,0.001229378],"category_scores_gemma":[0.529166,0.0002966545,0.0005119168,0.0002586953,0.0004481089,0.0001903681,0.001075009,0.009225708,0.0003366647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043094,"about_ca_system_score_gemma":0.00177396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008743034,"about_ca_topic_score_gemma":0.00006023282,"domain_scores_codex":[0.9842902,0.006536217,0.00479205,0.001632889,0.001880361,0.0008683079],"domain_scores_gemma":[0.8779088,0.1161618,0.001573556,0.001931028,0.001722408,0.000702384],"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":[0.007668723,0.0002794108,0.0000377267,0.001009,0.0002855238,0.00005180378,0.0001865311,6.645782e-10,0.00000188712,0.0001831096,0.863434,0.1268623],"study_design_scores_gemma":[0.0339416,0.004659254,0.00008623066,0.00218667,0.000151992,0.000008968129,0.00001427003,0.00000174183,0.00002001844,0.01668529,0.9419805,0.0002634673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001910042,0.0001643491,0.00001678111,0.9036053,0.001631822,0.08995813,0.00004898514,0.0001262038,0.004257453],"genre_scores_gemma":[0.00007489934,0.004291636,0.00402137,0.8062049,0.1087017,0.06918246,0.0002499579,0.0001987249,0.007074307],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4209487,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9682092662823188,"score_gpt":0.7623580582857981,"score_spread":0.2058512079965208,"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."}}