{"id":"W2009123230","doi":"10.1097/inf.0b013e31829ff5fc","title":"Scientific Rationale for Study Design of Community-based Simplified Antibiotic Therapy Trials in Newborns and Young Infants With Clinically Diagnosed Severe Infections or Fast Breathing in South Asia and sub-Saharan Africa","year":2013,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"Fogarty International Center","keywords":"Medicine; South asia; Pediatrics; Clinical trial; Breathing; Intensive care medicine; Internal medicine; History; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4195354,0.004048795,0.006776051,0.004564263,0.003915344,0.007648696,0.004874768,0.01950185,0.009232938],"category_scores_gemma":[0.4643593,0.003120524,0.006811408,0.005213709,0.01060161,0.003963572,0.003382164,0.01236846,0.004095702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004876049,"about_ca_system_score_gemma":0.01147503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007672259,"about_ca_topic_score_gemma":0.001139842,"domain_scores_codex":[0.4414464,0.4689134,0.04596819,0.0118727,0.02694658,0.004852719],"domain_scores_gemma":[0.6727595,0.2297034,0.02589849,0.03944247,0.02480649,0.007389694],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.4026819,0.009989941,0.02345713,0.06283344,0.01631431,0.003173451,0.008292715,0.009949508,0.008783216,0.1848228,0.06180467,0.2078969],"study_design_scores_gemma":[0.3695137,0.06583355,0.01675753,0.04410859,0.01215699,0.001147792,0.001726929,0.04950443,0.01119675,0.1443896,0.2828546,0.0008096349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.01073814,0.005605641,0.06568788,0.01152318,0.01414204,0.883674,0.001166901,0.0004036495,0.007058481],"genre_scores_gemma":[0.03301502,0.0006498501,0.09805351,0.006797474,0.001102331,0.8591707,0.0001532131,0.00004668464,0.001011169],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4195354,"threshold_uncertainty_score":0.7158162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06566285238617871,"score_gpt":0.3207734693514718,"score_spread":0.2551106169652931,"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."}}