{"id":"W7139706665","doi":"","title":"Examining HPV Vaccination for Post-Secondary Students as a System in Ontario: A Multiple Case Study","year":2025,"lang":"","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Outreach; Thematic analysis; Human papillomavirus vaccine; Vaccination; HPV vaccines; Human papillomavirus; Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003451509,0.0003445587,0.0004421732,0.001512904,0.0127807,0.002600939,0.002182791,0.001233099,0.0024488],"category_scores_gemma":[0.005897763,0.0005557174,0.0004799533,0.002952571,0.003814211,0.001179254,0.003083167,0.00114056,0.0001794133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07617605,"about_ca_system_score_gemma":0.04172724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9198937,"about_ca_topic_score_gemma":0.9669214,"domain_scores_codex":[0.9969164,0.001030517,0.0001390386,0.0002622865,0.0005835574,0.001068232],"domain_scores_gemma":[0.9953523,0.001414614,0.0008913195,0.0002738415,0.001039925,0.00102806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007429837,0.0003201742,0.1538309,0.0002968572,0.00002351578,0.008988466,0.8158898,0.0002530247,0.001221986,0.002743163,0.002056215,0.0143016],"study_design_scores_gemma":[0.00001582874,0.0001995192,0.1357072,0.000250127,0.00003026448,0.000879242,0.8396827,0.0006029453,0.0002865669,0.0003219007,0.02199453,0.00002925305],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930407,0.0003317622,0.0002928953,0.001080477,0.00001162701,0.0003055809,0.000144321,0.000004155277,0.004788594],"genre_scores_gemma":[0.9950404,0.0007369065,0.0007871532,0.0002402686,0.000006924827,0.0001974208,0.00008634248,0.000005197518,0.002899492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08010632,"threshold_uncertainty_score":0.5526986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160694596734756,"score_gpt":0.3531355559150756,"score_spread":0.311528609947728,"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."}}