{"id":"W4403433863","doi":"10.5334/gh.1358","title":"Rationale and Design of a Multi-National Study of Physicians&amp;amp;#8217; Opinions, Attitudes, and Practices Regarding Influenza Vaccination in Patients with Cardiovascular Diseases: A Mixed Methods Designs. The FLUence Project","year":2024,"lang":"en","type":"article","venue":"Global Heart","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Calgary","funders":"World Heart Federation; Wellcome Trust","keywords":"Medicine; Vaccination; Family medicine; Virology","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":[],"consensus_categories":[],"category_scores_codex":[0.07429972,0.002371327,0.002730254,0.003133223,0.004209303,0.003294146,0.004014951,0.005055372,0.02457119],"category_scores_gemma":[0.04213205,0.003052549,0.002248463,0.002589858,0.003710627,0.003195943,0.002897402,0.004350923,0.005332352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003891163,"about_ca_system_score_gemma":0.01893815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004840866,"about_ca_topic_score_gemma":0.008567464,"domain_scores_codex":[0.9624373,0.02637581,0.002600659,0.002835211,0.003807222,0.001943887],"domain_scores_gemma":[0.979815,0.01046491,0.002062879,0.001789711,0.003613245,0.002254232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07298992,0.09185228,0.1441483,0.07173914,0.002047663,0.009644637,0.07755125,0.007288984,0.008962842,0.09356692,0.08242187,0.3377863],"study_design_scores_gemma":[0.06984683,0.09255181,0.1486734,0.03852965,0.002016469,0.002577577,0.07426112,0.009516947,0.005475898,0.06155722,0.4940129,0.0009801741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0275535,0.0009641048,0.01031677,0.001685112,0.0006046943,0.9531028,0.002509207,0.00004537682,0.003218449],"genre_scores_gemma":[0.01144942,0.0002322044,0.0116031,0.0013021,0.00006625035,0.9743916,0.0003044248,0.000005368514,0.0006455895],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07429972,"threshold_uncertainty_score":0.3929392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1806889555192532,"score_gpt":0.4828972167233808,"score_spread":0.3022082612041277,"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."}}