{"id":"W4378983023","doi":"10.1158/1538-7755.asgcr23-abstract-90","title":"Abstract 90: Understanding the Self-Collection Preferences of Women Living in Rwanda","year":2023,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Women's Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Data collection; Rural area; Cervical cancer; Feeling; Descriptive statistics; Demographics; Demography; Socioeconomics; Gerontology; Cancer; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00140028,0.0002153494,0.0001688558,0.0004076914,0.0005999203,0.000861084,0.0002719577,0.0003153786,0.002597543],"category_scores_gemma":[0.0044911,0.0001764212,0.0003266988,0.0002926184,0.0004624118,0.0006813814,0.0006141502,0.0005068076,0.0003503566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004795355,"about_ca_system_score_gemma":0.0005086295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005505644,"about_ca_topic_score_gemma":0.007325673,"domain_scores_codex":[0.9992704,0.0004659208,0.00003904475,0.00003966726,0.00007103973,0.000114024],"domain_scores_gemma":[0.9986092,0.0004663151,0.0005601771,0.00005082837,0.0001462722,0.0001670782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157526,0.0001352034,0.9500887,0.0001597402,0.00004467625,0.0002310163,0.02447882,0.00004550196,0.0008924469,0.0001247984,0.00151348,0.02216981],"study_design_scores_gemma":[0.000008982774,0.0003456378,0.9391491,0.0001732188,0.00002492442,0.0003896384,0.05691896,0.000165798,0.0001631427,0.00008974833,0.002556103,0.0000146817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979576,0.0002795941,0.00004265808,0.0003893477,0.00001177964,0.00001607384,0.00008498763,0.000001375506,0.001216599],"genre_scores_gemma":[0.9990374,0.0002837282,0.00008385254,0.0001062065,0.00000846929,0.00002594627,0.00005643618,0.00000113638,0.0003968359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005505644,"threshold_uncertainty_score":0.01094723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544874131100931,"score_gpt":0.4180146203364336,"score_spread":0.2635272072263405,"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."}}