{"id":"W3094817503","doi":"10.3399/bjgp20x713177","title":"Financial conflict of interest among clinical practice guideline-producing organisations","year":2020,"lang":"en","type":"letter","venue":"British Journal of General Practice","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Jewish General Hospital; York University; McMaster University","funders":"","keywords":"Guideline; Euros; Conflict of interest; Finance; Business; Accounting; Medicine; Public relations; Political science","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":["research_integrity"],"category_scores_codex":[0.007346675,0.0004746917,0.001358083,0.0001732439,0.0004303663,0.0001474368,0.001008273,0.00288691,0.001802857],"category_scores_gemma":[0.05915213,0.0005612443,0.0005735066,0.0004366538,0.0006589224,0.001372451,0.000269615,0.02883523,0.00007984455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929082,"about_ca_system_score_gemma":0.002219791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005025581,"about_ca_topic_score_gemma":0.00003792896,"domain_scores_codex":[0.9868764,0.00680666,0.00429113,0.0006335697,0.0006662291,0.0007259936],"domain_scores_gemma":[0.9832885,0.00626112,0.005582415,0.000325094,0.003894842,0.00064801],"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":[0.0008642207,0.0004913699,0.0002408345,0.0002347704,0.0008573909,0.02057019,0.0003118595,0.00007478323,0.0004349473,0.00007835343,0.9534099,0.0224314],"study_design_scores_gemma":[0.001802314,0.0006187113,0.0002260736,0.0003211471,0.002461403,0.01215848,0.0002446447,0.0001753953,0.0009158041,0.0001771942,0.9804275,0.0004713461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01078809,0.005875829,0.0003905177,0.9694107,0.008293267,0.0005938096,0.0004415026,0.00004793236,0.004158375],"genre_scores_gemma":[0.009415265,0.00829388,0.009191367,0.930888,0.04086207,0.00000845564,0.0001662177,0.0001038521,0.001070899],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05180545,"threshold_uncertainty_score":0.9996839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5905763203196978,"score_gpt":0.5843821057619099,"score_spread":0.006194214557787903,"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."}}