{"id":"W4402423615","doi":"10.24908/iqurcp17856","title":"Barriers and Facilitators to Shared Decision-Making for HPV Self-Sampling in LMICs: A Thematic Analysis","year":2024,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Thematic analysis; Thematic map; Sampling (signal processing); Computer science; Psychology; Qualitative research; Geography; Sociology; Telecommunications; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0268257,0.0006724669,0.0009488314,0.003586284,0.005602083,0.003733011,0.002333896,0.00125961,0.002828036],"category_scores_gemma":[0.03252188,0.0006038901,0.0008299692,0.00458916,0.004698388,0.004314389,0.006457619,0.002016421,0.0002418816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009072014,"about_ca_system_score_gemma":0.01286608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008433815,"about_ca_topic_score_gemma":0.0110796,"domain_scores_codex":[0.9874455,0.009033542,0.0007021886,0.0005366044,0.001117585,0.001164645],"domain_scores_gemma":[0.9701548,0.02390838,0.001785687,0.0006423828,0.002764574,0.0007443248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003962682,0.00004435776,0.004277512,0.0006959392,0.0000131109,0.000321601,0.9799937,0.00007225302,0.0004387174,0.001729515,0.0006666434,0.01170696],"study_design_scores_gemma":[0.000004329179,0.0000212113,0.003169475,0.0005873561,0.00001021732,0.00007450998,0.9909303,0.0002747291,0.000230012,0.0007182708,0.003967402,0.00001228593],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778847,0.001210827,0.006829463,0.004438503,0.00008622347,0.002311218,0.0004432341,0.00002107191,0.006774677],"genre_scores_gemma":[0.9831352,0.001861025,0.00900124,0.0007648187,0.00002547194,0.002715801,0.0004002461,0.00004591026,0.00205036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0268257,"threshold_uncertainty_score":0.1418695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117565934608737,"score_gpt":0.455098677153746,"score_spread":0.3433420836928723,"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."}}