{"id":"W4319662925","doi":"10.1016/j.jcpo.2023.100411","title":"Quality of content reporting on two major oncology media websites: OncLive and Targeted Oncology","year":2023,"lang":"en","type":"article","venue":"Journal of Cancer Policy","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; Queen's University","funders":"","keywords":"Internal medicine; Oncology; Transparency (behavior); Medicine; Payment; Quality (philosophy); Clinical Oncology; Family medicine; Business; Finance; Cancer; 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"],"consensus_categories":[],"category_scores_codex":[0.02343615,0.000357581,0.0005045093,0.0111366,0.001001352,0.005330013,0.001077495,0.001460448,0.006887599],"category_scores_gemma":[0.2007995,0.0002933619,0.0005766687,0.008352282,0.001015429,0.004063007,0.002295037,0.001732399,0.001631531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002455962,"about_ca_system_score_gemma":0.002476689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009446738,"about_ca_topic_score_gemma":0.00737187,"domain_scores_codex":[0.9712588,0.01304734,0.003316801,0.001426249,0.009759727,0.001191083],"domain_scores_gemma":[0.4935507,0.3266861,0.09128295,0.01288704,0.0672493,0.00834393],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001156411,0.0006806063,0.8597384,0.001012127,0.0002830378,0.0001874279,0.005673523,0.0004612834,0.00141094,0.001445268,0.03090429,0.09704665],"study_design_scores_gemma":[0.00005862481,0.0004440098,0.9588259,0.0007577005,0.0002812381,0.0002668772,0.00805755,0.003478822,0.004010756,0.0006501939,0.02301306,0.0001553131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390868,0.00121349,0.001353992,0.006751626,0.0003833485,0.0004004519,0.01822419,0.0004669223,0.03211915],"genre_scores_gemma":[0.9794445,0.0007629571,0.00147865,0.001437441,0.0005152688,0.000223038,0.009526852,0.0002332027,0.006378215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9765639,"threshold_uncertainty_score":0.1239437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7613182350765916,"score_gpt":0.6900184534785128,"score_spread":0.07129978159807882,"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."}}