{"id":"W3187036481","doi":"10.6004/jnccn.2021.7016","title":"Do Editorialists With Industry-Related Conflicts of Interest Write Unduly Favorable Editorials for Cancer Drugs in Top Journals?","year":2021,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Conflict of interest; Clinical trial; Internal medicine; Clinical Oncology; Alternative medicine; Publication; Oncology; Family medicine; Cancer; Pathology; Law","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":[0.124957,0.0009126885,0.001031952,0.0124852,0.003559198,0.01015355,0.001698524,0.002837164,0.00531684],"category_scores_gemma":[0.609188,0.001130102,0.001017919,0.009836528,0.004124108,0.004685641,0.002868444,0.00184831,0.001763467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002668342,"about_ca_system_score_gemma":0.006395876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009028006,"about_ca_topic_score_gemma":0.002281787,"domain_scores_codex":[0.776289,0.0797016,0.06113627,0.009372909,0.06820305,0.00529707],"domain_scores_gemma":[0.1005487,0.3539526,0.4635253,0.01473622,0.05398468,0.01325249],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003156374,0.000257655,0.8041286,0.008106737,0.001434669,0.002908619,0.01140149,0.0003094046,0.002080441,0.00348657,0.06462721,0.09810227],"study_design_scores_gemma":[0.001003724,0.001049453,0.6674138,0.0155351,0.002212421,0.01948909,0.02125666,0.002269574,0.004836059,0.01020926,0.2542386,0.0004862521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7869459,0.06659947,0.005297216,0.06369887,0.02147993,0.001785533,0.004524461,0.0004564661,0.04921217],"genre_scores_gemma":[0.9441856,0.01108137,0.007183895,0.0111902,0.02231912,0.0006194514,0.0008082495,0.0001618682,0.002450321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9971628,"threshold_uncertainty_score":0.6608437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4962882298497098,"score_gpt":0.5624177617003119,"score_spread":0.06612953185060205,"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."}}