{"id":"W2735000244","doi":"10.1186/s12978-017-0343-0","title":"Baseline characteristics of study sites and women enrolled in a three-arm cluster randomized controlled trial: PMTCT uptake and retention (pure) Malawi","year":2017,"lang":"en","type":"article","venue":"Reproductive Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; Aids Fonds; National Institute of Mental Health; World Health Organization","keywords":"Medicine; Breastfeeding; Randomized controlled trial; Cluster randomised controlled trial; Public health; Reproductive medicine; Peer support; Family medicine; Cohort; Retention rate; Cluster (spacecraft); Demography; Nursing; Pregnancy; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01288906,0.0001866316,0.002262271,0.0002861669,0.0002220841,0.00005752783,0.00008585706,0.00006028271,0.0001702668],"category_scores_gemma":[0.01420928,0.000132346,0.0001811311,0.00009397922,0.0002889267,0.0001588069,0.0001031357,0.0002876924,0.000005632558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079695,"about_ca_system_score_gemma":0.0001937401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003694074,"about_ca_topic_score_gemma":0.0001951416,"domain_scores_codex":[0.9963188,0.001167646,0.001198822,0.0006127536,0.000339972,0.000361981],"domain_scores_gemma":[0.997477,0.0003753341,0.0007592787,0.000788466,0.0003639905,0.0002359164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9690005,0.002079262,0.01606128,0.0003733459,0.0004216543,0.00001188314,0.00198885,1.155932e-7,0.0004022438,0.00007190146,0.0003198721,0.009269079],"study_design_scores_gemma":[0.907257,0.009205508,0.08090608,0.0002548525,0.0000998629,0.00001143568,0.000583578,0.001201047,0.00002045915,0.0002695334,0.00009239765,0.00009823528],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801104,0.0008103044,0.0001932986,0.004529414,0.0000940703,0.01375305,0.00002380331,0.00001479828,0.0004708385],"genre_scores_gemma":[0.9923282,0.0007432303,0.0001776867,0.00005613905,0.0002581146,0.0008760197,0.00001966151,0.00002040075,0.005520509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0648448,"threshold_uncertainty_score":0.9940944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565282935031789,"score_gpt":0.3749064297762078,"score_spread":0.3292536004258899,"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."}}