{"id":"W4415226617","doi":"10.31393/reports-vnmedical-2025-29(3)-22","title":"Sociological study of awareness and involvement of women in Vinnytsia in breast cancer screening","year":2025,"lang":"en","type":"article","venue":"Reports of Vinnytsia National Medical University","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mammography; Breast cancer; Quarter (Canadian coin); Breast cancer screening; Population; Statistical significance; Statistical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001493294,0.00008592536,0.0004740782,0.0003542461,0.0000281345,0.000001189472,0.00009535845,0.0001261562,0.0001120703],"category_scores_gemma":[0.0004965948,0.00008101705,0.00004047088,0.0005745157,0.0002178287,0.00007606627,0.0001499504,0.0001945237,2.894289e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005966733,"about_ca_system_score_gemma":0.00114963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00474519,"about_ca_topic_score_gemma":0.0006396183,"domain_scores_codex":[0.9981002,0.00008248454,0.0005111539,0.0002390404,0.0008818669,0.0001852238],"domain_scores_gemma":[0.9990364,0.0001408363,0.0002449859,0.0001029857,0.0003516899,0.0001230845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004797984,0.0005952783,0.9948749,0.0001169991,0.00007979808,0.0003661355,0.0006498314,0.00009595252,0.0001735591,0.0005446872,0.00005246808,0.001970599],"study_design_scores_gemma":[0.001901545,0.0001739646,0.9900972,0.0006694022,0.00002716327,0.00002503092,0.006285733,0.0003032792,0.00006117218,0.0003235718,0.00007713948,0.00005482266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980172,0.0001304314,0.00006438235,0.0009317707,0.00003497085,0.0002313429,0.00001075873,0.000005201192,0.0005739377],"genre_scores_gemma":[0.9996648,0.00008080645,0.0001050851,0.00009211578,0.00001366681,0.000002862156,0.000005769177,0.000002085527,0.00003284559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005635902,"threshold_uncertainty_score":0.7173339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468652093116265,"score_gpt":0.3484242301740469,"score_spread":0.3015590208624204,"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."}}