{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05965291,0.004695425,0.003826713,0.00250432,0.005043686,0.002620199,0.00387594,0.005375077,0.03249341],"category_scores_gemma":[0.03729305,0.003036124,0.004722538,0.002001672,0.003221451,0.002715477,0.003458641,0.006184031,0.00599002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01020574,"about_ca_system_score_gemma":0.03230103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008280486,"about_ca_topic_score_gemma":0.01152234,"domain_scores_codex":[0.9651967,0.02311563,0.003680706,0.001719938,0.002054597,0.004232435],"domain_scores_gemma":[0.9703304,0.008593108,0.00521431,0.002819967,0.00911012,0.003932165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4223226,0.2173687,0.028655,0.02586273,0.00169839,0.001671587,0.01554319,0.01091724,0.01104998,0.00916375,0.03115679,0.2245901],"study_design_scores_gemma":[0.393521,0.3531277,0.1046043,0.007678129,0.001224911,0.0003065361,0.007474249,0.005947001,0.01102854,0.006022573,0.1084517,0.0006133488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005407583,0.00003484273,0.0006607421,0.00008222986,0.00003213027,0.9927467,0.0004043738,0.0000190823,0.0006124673],"genre_scores_gemma":[0.003692976,0.0000370528,0.001633115,0.00005955492,0.000009978381,0.9943411,0.00008456126,0.000001483396,0.0001400185],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05965291,"threshold_uncertainty_score":0.3154785,"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."}}