{"id":"W4406245175","doi":"10.3390/ijerph22010084","title":"Physicians’ Intentions to Recommend Influenza Vaccine: A Multi-Centered Hospital-Based Study Using the Theory of Planned Behavior in Bangladesh","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Centers for Disease Control and Prevention; International Centre for Diarrhoeal Disease Research, Bangladesh","keywords":"Theory of planned behavior; Influenza vaccine; Medicine; Psychology; Family medicine; Virology; Vaccination; Computer science; Artificial intelligence; Control (management)","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":[0.001248901,0.0003803738,0.0004345802,0.0005971894,0.0008382509,0.0007451767,0.0003811847,0.0006892945,0.001610409],"category_scores_gemma":[0.004496898,0.0006144447,0.0004636848,0.0009038381,0.0004665916,0.0006879698,0.0006579658,0.0008913008,0.0004362714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076875,"about_ca_system_score_gemma":0.0009690477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01909958,"about_ca_topic_score_gemma":0.02039882,"domain_scores_codex":[0.9992574,0.0002812516,0.00009838589,0.0001130211,0.0001091094,0.0001408068],"domain_scores_gemma":[0.9973387,0.0007406598,0.0009751234,0.0001316642,0.0002762631,0.000537526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000537038,0.0002454092,0.99494,0.00002456409,0.00002120692,0.00008168642,0.003267749,0.00003854066,0.0001723153,0.00001440441,0.00007305562,0.001067443],"study_design_scores_gemma":[0.00001820615,0.0006908402,0.991375,0.00002777087,0.00001866309,0.0001279683,0.007108956,0.0003187782,0.00006236278,0.0000232425,0.0002113149,0.00001683557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995166,0.00003655491,0.00004577241,0.00005191875,0.000001351777,0.00002883877,0.0001359905,0.000001002201,0.0001820877],"genre_scores_gemma":[0.9995916,0.00006062898,0.00007191421,0.00003374257,0.000001625171,0.00004030815,0.00009424402,8.500169e-7,0.0001050564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01909958,"threshold_uncertainty_score":0.03797686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1815718810656609,"score_gpt":0.47761462288094,"score_spread":0.2960427418152791,"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."}}