{"id":"W3162899957","doi":"10.2196/27855","title":"Assessment of the Feasibility, Acceptability, and Impact of Implementing Seasonal Malaria Chemoprevention in Nampula Province, Mozambique: Protocol for a Hybrid Effectiveness-Implementation Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Malaria Research and Control","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaria; Context (archaeology); Medicine; Amodiaquine; Documentation; Environmental health; Plasmodium falciparum; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1097457,0.004295815,0.003672563,0.002932586,0.004337775,0.003060716,0.004199022,0.005553908,0.03302217],"category_scores_gemma":[0.06652904,0.002822338,0.00445362,0.002427045,0.003391812,0.002600937,0.003280405,0.005631133,0.005770001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009822256,"about_ca_system_score_gemma":0.0352501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00450199,"about_ca_topic_score_gemma":0.00693378,"domain_scores_codex":[0.9283273,0.05392919,0.007421041,0.002449075,0.003509531,0.004363914],"domain_scores_gemma":[0.9493572,0.01625255,0.008745436,0.00602538,0.01484046,0.00477909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.404216,0.1181775,0.01811198,0.04864625,0.002255556,0.002003563,0.02182936,0.01448035,0.01169585,0.01837065,0.04241246,0.2978005],"study_design_scores_gemma":[0.4033399,0.250255,0.07039264,0.0202019,0.001735423,0.0003977334,0.01044267,0.009370566,0.01413805,0.01108646,0.207881,0.0007586059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001747224,0.00002296954,0.0006761958,0.00005310795,0.00002718719,0.9968935,0.0002588152,0.00001172462,0.0003092126],"genre_scores_gemma":[0.001201043,0.00002330332,0.001592829,0.00003192184,0.000005641147,0.9970284,0.00004306114,8.747162e-7,0.00007292098],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1097457,"threshold_uncertainty_score":0.5803977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1846754866793037,"score_gpt":0.622095882091732,"score_spread":0.4374203954124283,"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."}}