{"id":"W3133495944","doi":"10.1080/21645515.2021.1879580","title":"Is ‘conflict of interest’ a Misnomer? Managing interests in immunization research and evaluation","year":2021,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Waterloo; University of British Columbia; Public Health Ontario; BC Children's Hospital; Dalhousie University; University of Toronto; University of Ottawa; Toronto Public Health; University of Alberta; Université de Montréal","funders":"","keywords":"Misnomer; Transparency (behavior); Conflict of interest; Public interest; Public relations; Political science; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001698828,0.0001152412,0.0002148659,0.0003301302,0.0003388638,0.0001234483,0.0002529811,0.0001041585,0.0007272876],"category_scores_gemma":[0.000102348,0.0001280325,0.00004409379,0.0007334237,0.00004163491,0.0002546588,0.0001139335,0.00024088,0.000008303174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417075,"about_ca_system_score_gemma":0.0001740493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008076233,"about_ca_topic_score_gemma":0.007232337,"domain_scores_codex":[0.9981655,0.0005413006,0.0004150535,0.0002581056,0.0003196351,0.0003004402],"domain_scores_gemma":[0.9985448,0.0001648536,0.0001153752,0.0003550656,0.000783758,0.00003616944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002902144,0.0008895728,0.4630683,0.0003314311,0.0003391616,0.00003499638,0.1898107,0.00002365672,0.06194988,0.0918899,0.000884817,0.1904874],"study_design_scores_gemma":[0.006856285,0.0004878732,0.7801295,0.001292705,0.0001312044,0.000009334518,0.04917904,0.00108448,0.01897517,0.08399278,0.05705198,0.0008096425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840178,0.009645745,0.00002924796,0.001563557,0.0001032571,0.0002898664,0.000001478194,0.00001937709,0.004329668],"genre_scores_gemma":[0.9956948,0.002742644,0.00005918754,0.0001868976,0.00007944525,0.00001351708,0.00001182161,0.00002162753,0.00119012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3170612,"threshold_uncertainty_score":0.7963289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3468017336449768,"score_gpt":0.4715795298292729,"score_spread":0.1247777961842961,"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."}}