{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4141621,0.0009175066,0.002806504,0.004904815,0.008212893,0.02636569,0.004681409,0.01861461,0.004037541],"category_scores_gemma":[0.6805514,0.001182812,0.00177284,0.004987002,0.0686793,0.03507244,0.01152921,0.03375908,0.001672819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01348239,"about_ca_system_score_gemma":0.02579824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769687,"about_ca_topic_score_gemma":0.003650788,"domain_scores_codex":[0.4767598,0.4353094,0.03475356,0.009279919,0.03960691,0.004290357],"domain_scores_gemma":[0.190216,0.6893,0.04810162,0.02129201,0.04187495,0.009215512],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001828889,0.00009847179,0.008498414,0.002007119,0.0004297852,0.001281859,0.02508783,0.0007105236,0.0003721683,0.5135918,0.2414575,0.2062816],"study_design_scores_gemma":[0.0001022275,0.000138311,0.002123821,0.009409768,0.000192421,0.003266199,0.01473411,0.001384325,0.000904711,0.6187516,0.3486973,0.0002952584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001554462,0.01091203,0.01240719,0.9621377,0.007569353,0.00005637557,0.00003384081,0.00003541265,0.005293634],"genre_scores_gemma":[0.2418884,0.02288744,0.036839,0.6638763,0.03131233,0.0005105723,0.00006767415,0.0002626034,0.002355708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5858379,"threshold_uncertainty_score":0.7224424,"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."}}