{"id":"W7115818916","doi":"","title":"KNOWLEDGE, ATTITUDES, AND PRACTICES TOWARD HUMAN PAPILLOMAVIRUS (HPV) AND ITS VACCINE","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human papillomavirus vaccine; Human papillomavirus; Global health; Vaccination; Public health; Sociocultural evolution; Cervical cancer; HPV vaccines; Disease","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":[0.006127615,0.0002653376,0.000788353,0.001922708,0.0004315694,0.001735309,0.000398958,0.0005751185,0.001469111],"category_scores_gemma":[0.02111959,0.00025974,0.001621836,0.00255588,0.0006227339,0.001544206,0.0009195152,0.0007643528,0.0001154417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195697,"about_ca_system_score_gemma":0.003846991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01836647,"about_ca_topic_score_gemma":0.02032184,"domain_scores_codex":[0.9957278,0.001857402,0.0006443976,0.0004594359,0.001070445,0.0002406025],"domain_scores_gemma":[0.9912396,0.005571619,0.001639289,0.0002079488,0.001122357,0.0002191908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002631646,0.0002866464,0.6830494,0.02553377,0.00507864,0.0002164058,0.01161404,0.0007349535,0.0003880585,0.001692224,0.00209091,0.2690518],"study_design_scores_gemma":[0.0001114962,0.0008810704,0.9120368,0.03767557,0.009936007,0.0007119051,0.01448943,0.0008460369,0.0008527062,0.002926476,0.01943523,0.00009728395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.74801,0.2232308,0.00164186,0.005173882,0.0001726508,0.0003318914,0.003331,0.00002358262,0.01808445],"genre_scores_gemma":[0.9367032,0.06093245,0.0009569389,0.0005190026,0.00004977008,0.0001420082,0.0004122468,0.000002714638,0.0002815886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01836647,"threshold_uncertainty_score":0.03651911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04926748260304708,"score_gpt":0.3517213293692326,"score_spread":0.3024538467661855,"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."}}