{"id":"W2811246604","doi":"10.3389/fpubh.2018.00173","title":"Knowledge, Attitude, Awareness, and Barriers Toward Influenza Vaccination Among Medical Doctors at Tertiary Care Health Settings in Peshawar, Pakistan–A Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity; Cardiff University","keywords":"Medicine; Vaccination; Family medicine; Cross-sectional study; Influenza vaccine; Immunization; Health care; Tertiary care; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005974421,0.000408118,0.0009398414,0.001258454,0.0009211054,0.0001456935,0.0003460018,0.0003147601,0.0002518412],"category_scores_gemma":[0.002087235,0.000381255,0.00008272759,0.001095183,0.000650843,0.0005547194,0.0005017474,0.00102553,0.00001460558],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005911806,"about_ca_system_score_gemma":0.006869138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005140178,"about_ca_topic_score_gemma":0.0091819,"domain_scores_codex":[0.9934645,0.0008881909,0.00156862,0.001035421,0.001519896,0.001523344],"domain_scores_gemma":[0.9968008,0.0001540751,0.0003171833,0.0004584698,0.0006815688,0.001587919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001523687,0.0003185106,0.9429795,0.0007905097,0.00009569628,0.00002891906,0.02788022,0.000001699683,1.815268e-7,0.00001985428,0.01591074,0.01182178],"study_design_scores_gemma":[0.005370321,0.0007807619,0.9489459,0.0002003871,0.00000481885,0.00001176536,0.01015091,0.0005502599,0.000002137456,0.00002329909,0.03370631,0.0002530726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839392,0.006902714,0.0003125739,0.004743064,0.001079149,0.0023398,0.0000491521,0.0001372927,0.0004970812],"genre_scores_gemma":[0.9921136,0.0005700244,0.0005737711,0.005826965,0.0003831719,0.0002593584,0.00007800486,0.00005692211,0.0001381952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01779557,"threshold_uncertainty_score":0.9998639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06686086640199973,"score_gpt":0.4475614181199539,"score_spread":0.3807005517179541,"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."}}