{"id":"W4408814218","doi":"10.1186/s12913-025-12466-6","title":"A community-focused cervical and breast cancer screening program using a sustainable funding model in a training center in Ghana","year":2025,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nursing research; Medicine; Health informatics; Health administration; Center (category theory); Cervical cancer; Public health; Breast cancer; Family medicine; Training (meteorology); Cancer; Nursing; Medical physics; Internal medicine","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":[0.00221366,0.0003909071,0.0002340238,0.0004028046,0.001830498,0.001358078,0.001371349,0.000789714,0.003386399],"category_scores_gemma":[0.002829057,0.0003017816,0.000174039,0.0007848383,0.001390463,0.00133305,0.002334655,0.0007142965,0.0002842295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005252066,"about_ca_system_score_gemma":0.01196424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04050788,"about_ca_topic_score_gemma":0.0659911,"domain_scores_codex":[0.9984909,0.0008708945,0.00002862899,0.0000955008,0.0000581871,0.0004557135],"domain_scores_gemma":[0.9978296,0.0004893071,0.0003297977,0.00008095679,0.000127934,0.001142268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002674642,0.01693473,0.7334871,0.001278611,0.00009547669,0.01581533,0.03710374,0.01094681,0.005341414,0.009021553,0.00713942,0.1601612],"study_design_scores_gemma":[0.003475334,0.02423017,0.6896866,0.001906589,0.0002106998,0.006505225,0.2041845,0.03164912,0.002538513,0.00654316,0.0288504,0.0002196942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996066,0.0000887913,0.0007689722,0.0009730397,0.00000911546,0.0004831941,0.00007395959,0.00001721936,0.001519593],"genre_scores_gemma":[0.9948232,0.0002169953,0.003351448,0.0002335068,0.000008086832,0.0004744621,0.00008924427,0.000004562768,0.0007984436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04050788,"threshold_uncertainty_score":0.08054417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2078182932045019,"score_gpt":0.5148112662216735,"score_spread":0.3069929730171715,"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."}}