{"id":"W4308517758","doi":"10.1001/jamanetworkopen.2022.40801","title":"Development, Implementation, and Evaluation of a Distance Learning and Telementoring Program for Cervical Cancer Prevention in Cameroon","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Cancer Institute; National Comprehensive Cancer Network; Deutsches Krebsforschungszentrum; Centre International de Recherche sur le Cancer; World Health Organization","keywords":"Cervical cancer; Medicine; Family medicine; Echo (communications protocol); Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002293737,0.00005724682,0.0001551855,0.00003936271,0.0001623794,0.0000440555,0.00005931775,0.0000179684,0.001183679],"category_scores_gemma":[0.00003061123,0.00005750101,0.0000130424,0.0002304881,0.00001583544,0.00009183578,0.0002438976,0.0001391266,7.934537e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482208,"about_ca_system_score_gemma":0.0002558984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003251883,"about_ca_topic_score_gemma":0.003070429,"domain_scores_codex":[0.998873,0.0001367373,0.0002453455,0.0001956457,0.0003608071,0.0001884918],"domain_scores_gemma":[0.9996328,0.0000465409,0.00008403321,0.0000497648,0.0001364436,0.00005037335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004179424,0.00004468402,0.3379692,0.0001049471,0.00002351005,2.43949e-7,0.0005213882,0.0001497851,0.00001626403,0.00008696542,0.0001344833,0.6605305],"study_design_scores_gemma":[0.006564859,0.0004461772,0.8888419,0.00007127548,0.00006152778,0.000001518326,0.002268732,0.008232804,0.00007779336,0.0003238223,0.09302648,0.00008310261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991747,0.001952903,0.0002537144,0.0006299036,0.00004291911,0.004209885,0.000006118078,0.000009337078,0.001148205],"genre_scores_gemma":[0.9923239,0.0001288886,0.002944196,0.00003957183,0.00008670359,0.00419385,0.0001014789,0.00001014372,0.0001712568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6604474,"threshold_uncertainty_score":0.9997294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08711882429370697,"score_gpt":0.4817761071319834,"score_spread":0.3946572828382764,"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."}}