{"id":"W4408414816","doi":"10.1002/cam4.70662","title":"Developing and Implementing a Colorectal Cancer Screening Program in Uganda: Stakeholder Perceived Barriers and Opportunities","year":2025,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; British Society for Geomorphology","keywords":"Medicine; Stakeholder; Cancer prevention; Workforce; Government (linguistics); Cancer screening; Family medicine; Environmental health; Cancer; Political science; Public relations","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":[0.01257346,0.0002688458,0.0003122858,0.0005182501,0.004537109,0.00280807,0.0009811326,0.00102617,0.002795889],"category_scores_gemma":[0.02150794,0.0005248009,0.0002094653,0.0007403162,0.00171879,0.002031616,0.005797036,0.001303436,0.0002322542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044158,"about_ca_system_score_gemma":0.01191174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005726282,"about_ca_topic_score_gemma":0.005720651,"domain_scores_codex":[0.991671,0.005724697,0.0003838202,0.000173361,0.0006356605,0.00141155],"domain_scores_gemma":[0.9891008,0.005606029,0.001414983,0.0002620305,0.001264429,0.002351718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002334803,0.0005852464,0.182479,0.003759365,0.00006060599,0.005172922,0.6499991,0.0006583714,0.002663154,0.005130635,0.004427095,0.144831],"study_design_scores_gemma":[0.00006013551,0.0009111406,0.1074356,0.0034231,0.00007284632,0.001726978,0.8188146,0.001214177,0.00138656,0.003397415,0.06147945,0.00007798732],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775963,0.001299471,0.001604001,0.008422247,0.00004931607,0.0005288616,0.00007075462,0.00002446264,0.01040462],"genre_scores_gemma":[0.993754,0.001108665,0.002966995,0.0008211916,0.000008198954,0.0003767234,0.00002912611,0.000005800769,0.0009293795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01257346,"threshold_uncertainty_score":0.06649566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100160260666402,"score_gpt":0.36362914066268,"score_spread":0.263468879996278,"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."}}