{"id":"W6977085599","doi":"10.60787/tnhj.v24i1.754","title":"Acceptance of COVID-19 Vaccine and Associated Knowledge, Attitude, Practice (KAP) and Socio-demographic Factors among Resident Doctors","year":2023,"lang":"en","type":"article","venue":"Afrischolar Discovery","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Logistic regression; Health care; Quarter (Canadian coin); Confounding; Multinomial logistic regression; Association (psychology)","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":[0.0006408835,0.00009308378,0.0001962064,0.0003902006,0.0002966325,0.0004030427,0.0001765802,0.0003610209,0.002543332],"category_scores_gemma":[0.005692319,0.0001473453,0.0002338676,0.0003925534,0.0002721575,0.0003079039,0.000306218,0.0004617918,0.0002357107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276799,"about_ca_system_score_gemma":0.0005132026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005311571,"about_ca_topic_score_gemma":0.006046714,"domain_scores_codex":[0.9995512,0.0001205017,0.00006255502,0.00004070703,0.000131857,0.00009301028],"domain_scores_gemma":[0.9965441,0.001006274,0.001497683,0.00009394003,0.0003309055,0.00052714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000363267,0.0000739946,0.9965062,0.00004823735,0.00001387785,0.0001211314,0.000885501,0.00002297204,0.000202724,0.00001493385,0.0001103562,0.001963808],"study_design_scores_gemma":[0.000003537667,0.000194198,0.9966628,0.00004035723,0.0000108139,0.00031858,0.002314513,0.0001028756,0.00006784002,0.00001589278,0.0002631783,0.000005271243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991081,0.0001813279,0.00001573231,0.0001528793,0.000003518094,0.000005251437,0.00005215952,7.350713e-7,0.0004802501],"genre_scores_gemma":[0.9995784,0.0001488711,0.00003400556,0.00004046287,0.000005061976,0.000003392654,0.00003202103,2.622901e-7,0.0001575518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005311571,"threshold_uncertainty_score":0.01056135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918688334238386,"score_gpt":0.3448868656442622,"score_spread":0.3156999823018783,"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."}}