{"id":"W4389258930","doi":"10.18535/jmscr/v11i11.06","title":"Assessment the awareness of the elderly patient's knowledge and attitudes among influenza vaccination in kingdom of Saudi Arabia 2023","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Science And clinical Research","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Influenza vaccine; Pneumonia; Quarter (Canadian coin); Environmental health; Family medicine; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005391576,0.0002061756,0.0002515237,0.0004144874,0.000327949,0.0003823236,0.0001750707,0.0004012646,0.002008815],"category_scores_gemma":[0.001656557,0.0001411406,0.0004581283,0.0002424144,0.000129271,0.000305307,0.0003685577,0.0003827764,0.0003588508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544073,"about_ca_system_score_gemma":0.0003717459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006619298,"about_ca_topic_score_gemma":0.008473316,"domain_scores_codex":[0.9997174,0.00006005713,0.00006206391,0.00002121052,0.00007654031,0.00006264907],"domain_scores_gemma":[0.9990343,0.0001146573,0.000366261,0.00001985857,0.000288097,0.0001769202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073686,0.0001440853,0.9933914,0.0001127586,0.00004253516,0.00007052883,0.00102484,0.00002591087,0.0003184811,0.00001139546,0.0003496732,0.004401082],"study_design_scores_gemma":[0.00001370052,0.0005238815,0.9960782,0.00007361019,0.00004121341,0.0002670818,0.002000469,0.0001415143,0.0001839666,0.00001424536,0.0006546784,0.000007535729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986683,0.0002946085,0.00002637268,0.0001026496,0.000006032339,0.00002783776,0.000270038,0.000002000614,0.0006019966],"genre_scores_gemma":[0.998879,0.0002664304,0.0001047281,0.0000896499,0.000006590362,0.00002820134,0.0002344785,4.190406e-7,0.0003904463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006619298,"threshold_uncertainty_score":0.01316154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3340997349480024,"score_gpt":0.6041298702121892,"score_spread":0.2700301352641868,"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."}}