{"id":"W2031742246","doi":"10.1111/j.1527-3466.2008.00045.x","title":"Promoting Ethical Conduct in the Publication of Research","year":2008,"lang":"en","type":"editorial","venue":"Cardiovascular Therapeutics","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honesty; Engineering ethics; Transparency (behavior); Medicine; Conflict of interest; Public relations; Law; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02543365,0.0004472402,0.0010636,0.0003866413,0.0005538132,0.00005496684,0.00167022,0.008355821,0.0001400651],"category_scores_gemma":[0.002939354,0.0003503899,0.0008388732,0.001403952,0.001462195,0.00009825881,0.0002119655,0.03096043,0.00008664373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934553,"about_ca_system_score_gemma":0.001223132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000771652,"about_ca_topic_score_gemma":0.000009996103,"domain_scores_codex":[0.9816368,0.01293878,0.00104817,0.0007634896,0.002501716,0.00111111],"domain_scores_gemma":[0.9888558,0.00717363,0.0002582173,0.001293805,0.002165957,0.000252549],"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":[0.0002815985,0.0005733437,0.0001992698,0.00125938,0.002841079,0.0002499734,0.009414318,0.00006941304,0.0005452137,0.0008958416,0.9476846,0.03598597],"study_design_scores_gemma":[0.00128551,0.0001334997,0.00005278005,0.0001112342,0.0005181109,0.00004135222,0.0003932414,0.0003253267,0.001601652,0.0004559928,0.9947636,0.0003177188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.009754791,0.08464756,0.00004382888,0.02523613,0.8603739,0.005522354,0.0007217934,0.0002286843,0.01347102],"genre_scores_gemma":[0.20711,0.03181346,0.00007149023,0.005798151,0.7525953,0.0007392998,0.001041546,0.0002055226,0.0006252482],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1973552,"threshold_uncertainty_score":0.9998948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6946713830943624,"score_gpt":0.6189949583058336,"score_spread":0.07567642478852876,"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."}}