{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01076736,0.0001935106,0.000553768,0.0002202485,0.0001602023,0.00009120727,0.0002612375,0.00006658932,0.0004122822],"category_scores_gemma":[0.0008606785,0.0001347126,0.0002745278,0.0007153479,0.0001662006,0.0002100995,0.000718426,0.00054782,2.368509e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006151859,"about_ca_system_score_gemma":0.003666895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000280844,"about_ca_topic_score_gemma":0.0005465634,"domain_scores_codex":[0.9936479,0.002806882,0.0007861022,0.0006031612,0.00146542,0.0006905606],"domain_scores_gemma":[0.9969336,0.000539613,0.0002591517,0.0006895588,0.001421573,0.000156552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003428807,0.005340566,0.9347797,0.006062698,0.0001197881,0.00001093556,0.00007001208,0.000002803424,0.03996283,0.0005381537,0.00007634303,0.009607371],"study_design_scores_gemma":[0.02324449,0.00624208,0.9478421,0.000990317,0.00001071235,0.000009015965,0.000358651,0.0007721633,0.01902935,0.001261422,0.0001461114,0.000093557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3345272,4.74026e-7,0.0001066251,0.0001647098,0.000001224598,0.6649905,0.00005802199,0.000007164478,0.0001440872],"genre_scores_gemma":[0.4823104,2.616952e-8,0.000202413,0.000001823664,0.00001848027,0.5174084,0.00001295039,0.00001266929,0.00003285323],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1477831,"threshold_uncertainty_score":0.6504914,"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."}}