{"id":"W4306688345","doi":"10.4314/gmj.v56i3.3","title":"Mobile colposcopy by trained nurses in a cervical cancer screening programme at Battor, Ghana","year":2022,"lang":"en","type":"article","venue":"Ghana Medical Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Colposcopy; Cervical cancer screening; Cryotherapy; Cervical cancer; Cervical screening; Nursing; Family medicine; Obstetrics; Cancer; Surgery; 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":[0.0007699244,0.0002835004,0.0002581693,0.0004109326,0.0005528081,0.0003037957,0.0004540864,0.0004302779,0.002009281],"category_scores_gemma":[0.002493023,0.0004756629,0.0001161113,0.0004473696,0.0004616686,0.0003921922,0.0005914324,0.0003337767,0.0002420375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285122,"about_ca_system_score_gemma":0.002423445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597254,"about_ca_topic_score_gemma":0.02700565,"domain_scores_codex":[0.9994125,0.0002599185,0.00004153329,0.00006261205,0.00006783807,0.0001555512],"domain_scores_gemma":[0.9988525,0.0002822864,0.0003802176,0.00002886257,0.0001274129,0.0003287082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000826353,0.001224243,0.9274543,0.001285669,0.000027675,0.007857128,0.0118877,0.0001323351,0.002298523,0.00005608318,0.000799573,0.04615041],"study_design_scores_gemma":[0.0002189148,0.004438388,0.9748757,0.000611665,0.00004013271,0.002582401,0.0145641,0.0001473565,0.0003615914,0.00003875587,0.002105556,0.00001540451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984933,0.0006119534,0.00004967264,0.0001600547,0.000009193993,0.0001373879,0.00004822548,0.000003426216,0.0004867894],"genre_scores_gemma":[0.997705,0.001030472,0.0002753205,0.0001702501,0.00001168871,0.0001773256,0.00006765955,0.000001699273,0.0005604965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597254,"threshold_uncertainty_score":0.03175914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312051712711915,"score_gpt":0.3663891670218629,"score_spread":0.3332686498947438,"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."}}