{"id":"W2324160101","doi":"10.1097/01.cot.0000285954.36968.cc","title":"Minimizing Undue Commercial Influence at Scientific Meetings…Or Is That Really a Problem?","year":2002,"lang":"en","type":"article","venue":"Oncology Times","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Undue influence; Engineering ethics; Engineering; Political science; Law","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008062235,0.0001181513,0.0002010569,0.0001240524,0.001763945,0.0002242495,0.0003826213,0.0001355509,0.01037238],"category_scores_gemma":[0.000109572,0.0001040679,0.0000676032,0.0003892497,0.0008438584,0.0002295418,0.0002275299,0.0001147782,0.0008561745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003047372,"about_ca_system_score_gemma":0.0001820248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001783354,"about_ca_topic_score_gemma":0.02255885,"domain_scores_codex":[0.9984297,0.00020125,0.0002128601,0.000365649,0.0003347748,0.0004557439],"domain_scores_gemma":[0.9991939,0.0002161953,0.0001479526,0.0002096725,0.0001109046,0.0001213725],"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":[0.00005013239,0.0003330129,0.008164365,0.00003184364,0.00005648728,0.00005656419,0.0657142,0.00002111941,0.0002203459,0.02492013,0.8045374,0.09589448],"study_design_scores_gemma":[0.0002633581,0.000114437,0.001603959,0.00003928626,0.00003171791,0.000002523492,0.003482353,0.00009813011,0.00005925833,0.001167782,0.9929786,0.0001586093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2079208,0.0001324727,0.00001196066,0.02746777,0.0003850604,0.0003789853,0.000008321166,0.0001123399,0.7635823],"genre_scores_gemma":[0.7750608,0.0002137638,0.001630836,0.001530701,0.000135529,0.00005930224,0.000005233108,0.000009288641,0.2213545],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.56714,"threshold_uncertainty_score":0.9999218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07694026688148745,"score_gpt":0.3330518684557976,"score_spread":0.2561116015743101,"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."}}