{"id":"W2308388452","doi":"10.1002/ijc.30101","title":"Use of thermo‐coagulation as an alternative treatment modality in a ‘screen‐and‐treat’ programme of cervical screening in rural Malawi","year":2016,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Medicine; Cryotherapy; Audit; Psychological intervention; Christian ministry; Government (linguistics); Health care; Nursing; Surgery; Business","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":[0.001412144,0.0002030263,0.0001557379,0.0003152226,0.001308277,0.0005661355,0.0006826028,0.0004055204,0.001862797],"category_scores_gemma":[0.002995452,0.0002554642,0.0002252604,0.0002882666,0.0009581276,0.0005004659,0.00139315,0.0006123696,0.0001627332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313845,"about_ca_system_score_gemma":0.003744022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572992,"about_ca_topic_score_gemma":0.03174593,"domain_scores_codex":[0.9987615,0.0006995073,0.00004662334,0.00005711932,0.0001131415,0.0003220965],"domain_scores_gemma":[0.9986253,0.0002694881,0.0002674997,0.00005686544,0.0001213555,0.0006596227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001199775,0.009349687,0.4746284,0.002220758,0.00007796315,0.00997225,0.05952246,0.001402972,0.02431615,0.001376836,0.004108365,0.4118243],"study_design_scores_gemma":[0.000378576,0.02180509,0.9071591,0.001003793,0.0001357625,0.004617915,0.03073593,0.003266108,0.007086099,0.0005534966,0.02315487,0.0001032506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955273,0.0002964412,0.0006682681,0.001167248,0.00001909166,0.0006179161,0.00002978597,0.00001696598,0.001656992],"genre_scores_gemma":[0.9956416,0.0006489327,0.002010038,0.0006025734,0.00002488318,0.0002888539,0.00003586918,0.000005013453,0.0007423065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01572992,"threshold_uncertainty_score":0.03127676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225797467183622,"score_gpt":0.4365928747316146,"score_spread":0.3140131280132525,"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."}}