{"id":"W3089126438","doi":"10.1136/bmj.m2872","title":"Mandatory disclosure of financial interests of journals and editors","year":2020,"lang":"en","type":"article","venue":"BMJ","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Business; Accounting; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1801241,0.0008632631,0.002805215,0.002631986,0.006652976,0.02716411,0.005242946,0.06659133,0.01415031],"category_scores_gemma":[0.5928751,0.002475411,0.002230209,0.002055428,0.01109079,0.01797877,0.008515155,0.04359553,0.01689587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00327077,"about_ca_system_score_gemma":0.02694818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008717597,"about_ca_topic_score_gemma":0.001415737,"domain_scores_codex":[0.7727662,0.07027128,0.04270514,0.009593879,0.0868285,0.01783506],"domain_scores_gemma":[0.2455186,0.409992,0.07931887,0.06027917,0.1607369,0.0441546],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001845384,0.0001139653,0.002706714,0.0004509439,0.0001242347,0.0008779363,0.002063819,0.00009334702,0.001275779,0.04319362,0.9175796,0.03133548],"study_design_scores_gemma":[0.0002100372,0.0001037254,0.002587329,0.001094449,0.0001209655,0.001407213,0.001479702,0.0006775702,0.002281305,0.03367862,0.9561248,0.000234342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001455098,0.001528542,0.002510739,0.9246721,0.0510773,0.00008517259,0.0000777395,0.0001816665,0.01841154],"genre_scores_gemma":[0.06036225,0.001917222,0.008912706,0.7788996,0.09597907,0.0003866158,0.0002031818,0.0002473159,0.05309196],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9334087,"threshold_uncertainty_score":0.9525988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4909529041728634,"score_gpt":0.5809257963449806,"score_spread":0.08997289217211729,"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."}}