{"id":"W4410638351","doi":"10.31219/osf.io/rzug6_v1","title":"Conflict of interest policies for editors and peer reviewers in medical journals: cross-sectional study","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; Syddansk Universitet","keywords":"Peer review; Conflict of interest; Political science; Psychology; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02222319,0.0003986442,0.000586582,0.002930864,0.001180493,0.002901524,0.001272046,0.001432503,0.001864846],"category_scores_gemma":[0.08903041,0.0008602442,0.0006009976,0.003354446,0.001168086,0.003082325,0.00128682,0.001399934,0.0005168429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204424,"about_ca_system_score_gemma":0.002141163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990512,"about_ca_topic_score_gemma":0.001841574,"domain_scores_codex":[0.9733594,0.01231002,0.005733981,0.002936112,0.004419167,0.001241332],"domain_scores_gemma":[0.7951142,0.06106362,0.1192953,0.005039702,0.01397505,0.005512205],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006425355,0.0000995114,0.9975067,0.00006608286,0.00006062768,0.00003732631,0.0007455402,0.00001474476,0.00002891319,0.00005161372,0.0001848813,0.001139841],"study_design_scores_gemma":[0.00002933063,0.0003722058,0.9927347,0.0001591489,0.0001232315,0.0009241067,0.003497084,0.0002700406,0.0002251962,0.0001013358,0.00153427,0.00002940978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965271,0.001694559,0.0003470014,0.000264344,0.00003528329,0.0001019822,0.0003370529,0.000005268179,0.000687379],"genre_scores_gemma":[0.9985801,0.0003848446,0.0003828998,0.0001213061,0.00006168617,0.0001026068,0.0002034381,0.000003387084,0.0001597026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9985675,"threshold_uncertainty_score":0.1175289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4961979502557241,"score_gpt":0.6040000331763347,"score_spread":0.1078020829206106,"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."}}