{"id":"W4288908218","doi":"10.2196/36403","title":"Feasibility, Acceptability, and Protective Efficacy of Seasonal Malaria Chemoprevention Implementation in Nampula Province, Mozambique: Protocol for a Hybrid Effectiveness-Implementation Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Malaria Research and Control","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Malaria; Amodiaquine; Environmental health; Medicine; Population; Plasmodium falciparum; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01222861,0.0002484566,0.0005505006,0.0005958103,0.0004085166,0.0001017718,0.0003022798,0.00005864804,0.0009042765],"category_scores_gemma":[0.0005601498,0.0002332404,0.0001501815,0.0008474768,0.0001642159,0.0003109778,0.0007112122,0.0008836234,0.000001423262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113151,"about_ca_system_score_gemma":0.001656482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004238583,"about_ca_topic_score_gemma":0.0004075769,"domain_scores_codex":[0.9915305,0.004032982,0.0007979239,0.0009307165,0.001927486,0.0007803689],"domain_scores_gemma":[0.9976257,0.0005960484,0.0002507501,0.0005389995,0.0007728965,0.0002156036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07972898,0.01825235,0.7843337,0.008303635,0.0001655356,0.00004503278,0.0008105058,0.00001149869,0.01713287,0.001177337,0.0003402408,0.08969833],"study_design_scores_gemma":[0.06417239,0.02079751,0.898708,0.0002864373,0.00001087907,0.00001433936,0.001980323,0.0003312666,0.009288658,0.003006457,0.001220412,0.0001833502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2040275,5.840092e-7,0.0002042317,0.0003725578,0.000002550383,0.7951989,0.0001109488,0.00003105239,0.00005168461],"genre_scores_gemma":[0.4499427,1.359691e-8,0.0001290874,0.000005191916,0.00003025939,0.549793,0.00004995329,0.00002368792,0.00002610952],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2459152,"threshold_uncertainty_score":0.9901193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1510714449471642,"score_gpt":0.5789008031028816,"score_spread":0.4278293581557174,"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."}}