{"id":"W2018614001","doi":"10.1016/j.jtcvs.2015.02.055","title":"Managing conflicts of interest","year":2015,"lang":"en","type":"editorial","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Business","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":[0.008876896,0.001580973,0.002692028,0.001835843,0.001623845,0.005309107,0.002646254,0.0130735,0.0563763],"category_scores_gemma":[0.1001978,0.0009102135,0.001474074,0.001056732,0.001500377,0.002492575,0.003348213,0.01226512,0.03376827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002977353,"about_ca_system_score_gemma":0.008731036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009949228,"about_ca_topic_score_gemma":0.004355619,"domain_scores_codex":[0.9894181,0.001636851,0.0009851992,0.0008641341,0.006324945,0.0007707811],"domain_scores_gemma":[0.9604266,0.009506844,0.005984338,0.00108082,0.01706675,0.005934696],"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":[0.00001140872,0.00001132309,0.0001224565,0.0001561952,0.00001631068,0.0003747983,0.00003994388,0.00002657146,0.00006536739,0.0007380688,0.9805045,0.0179331],"study_design_scores_gemma":[0.00003531108,0.00001586706,0.0001942141,0.0004614534,0.00003106702,0.0008006684,0.00006521925,0.0001180967,0.00006745627,0.0008817737,0.9973148,0.00001398603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003451901,0.01626518,0.001079727,0.307943,0.6420825,0.0001828479,0.0003004622,0.0002178011,0.03158329],"genre_scores_gemma":[0.006132424,0.01390446,0.001958291,0.2151938,0.6870883,0.0004535457,0.000390718,0.0002174228,0.07466101],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9911231,"threshold_uncertainty_score":0.1885975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.499808889559141,"score_gpt":0.5403011981621162,"score_spread":0.0404923086029752,"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."}}