{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009196756,0.00086555,0.0003877734,0.0005524136,0.001270077,0.000940472,0.001417,0.0008885755,0.003670833],"category_scores_gemma":[0.008407387,0.0003605971,0.000542535,0.0004365632,0.0007681388,0.001144848,0.001739431,0.001048514,0.0002504187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003472033,"about_ca_system_score_gemma":0.01580829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560383,"about_ca_topic_score_gemma":0.01580555,"domain_scores_codex":[0.995913,0.00260477,0.0001508908,0.0002035696,0.0002264001,0.0009013533],"domain_scores_gemma":[0.9948812,0.001361993,0.0006311765,0.000218832,0.0008819232,0.002024936],"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":[0.008692559,0.0573409,0.2026857,0.004020002,0.0002017585,0.001948238,0.0138372,0.00545527,0.01436435,0.001247979,0.002730077,0.6874761],"study_design_scores_gemma":[0.01009232,0.2071134,0.7222902,0.003060082,0.0005959953,0.0008043038,0.02373079,0.007550163,0.01016049,0.0005863114,0.01384736,0.0001686491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832238,0.0003157778,0.001755101,0.0007058265,0.00005946668,0.01212845,0.0001563315,0.00004552799,0.001609758],"genre_scores_gemma":[0.9669507,0.0006195921,0.01663778,0.0004083912,0.00003204022,0.0140337,0.0002200982,0.000006434829,0.001091311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01560383,"threshold_uncertainty_score":0.04863769,"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."}}