{"id":"W4220707381","doi":"10.3389/fgwh.2022.746498","title":"“Some They Need Male, Some They Need Female”: A Gendered Approach for Breast Cancer Detection in Uganda","year":2022,"lang":"en","type":"article","venue":"Frontiers in Global Women s Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; Trent University; Nottingham Trent University","keywords":"Thematic analysis; Breast cancer; Intersectionality; Workforce; Redress; Health care; Focus group; Qualitative research; Health equity; Psychology; Medicine; Gender studies; Sociology; Political science; Nursing; Public health; Cancer; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008188859,0.0004934335,0.0004287192,0.001573272,0.01292937,0.004733796,0.001659453,0.002042076,0.003482213],"category_scores_gemma":[0.01063377,0.0006364841,0.0005121412,0.001230875,0.007819947,0.004450978,0.01066884,0.00292217,0.0003610566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005571904,"about_ca_system_score_gemma":0.008620652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009765802,"about_ca_topic_score_gemma":0.01674026,"domain_scores_codex":[0.9891948,0.008094897,0.0002770397,0.0004553902,0.0007737946,0.001204124],"domain_scores_gemma":[0.9959245,0.002053184,0.0008119135,0.000106587,0.0003599774,0.0007438286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003346565,0.00003999108,0.02184525,0.0004272856,0.00001151014,0.001626273,0.9383501,0.00003283452,0.0004980743,0.004977377,0.002635235,0.02952254],"study_design_scores_gemma":[0.000006298927,0.0000710585,0.009024986,0.001027813,0.00001458851,0.00171356,0.9529614,0.00009239694,0.0002565987,0.003565998,0.03123899,0.00002613099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9115278,0.01288838,0.005239678,0.03927168,0.0005427909,0.0002409171,0.00007019893,0.00003539363,0.03018318],"genre_scores_gemma":[0.9870095,0.002924476,0.002453861,0.003959285,0.00005964546,0.0001863111,0.00002236114,0.00001319833,0.003371295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01292937,"threshold_uncertainty_score":0.04330736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646765474475113,"score_gpt":0.3149650454143198,"score_spread":0.2784973906695687,"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."}}