{"id":"W2963226734","doi":"10.1186/s12913-019-4205-z","title":"Does health worker performance affect clients’ health behaviors? A multilevel analysis from Bangladesh","year":2019,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada; Bill and Melinda Gates Foundation","keywords":"Nursing research; Affect (linguistics); Health informatics; Health administration; Medicine; Public health; Multilevel model; Health services research; Quality of Life Research; Environmental health; Health economics; Nursing; Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006745935,0.0003658038,0.001323229,0.001016797,0.0008244804,0.0001966579,0.0006090585,0.0002081113,0.001287285],"category_scores_gemma":[0.00003580328,0.0002378815,0.0002677768,0.002605869,0.0001217259,0.0006595016,0.0002926426,0.001426645,0.0007792598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008207256,"about_ca_system_score_gemma":0.002381754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05513916,"about_ca_topic_score_gemma":0.006186766,"domain_scores_codex":[0.9921758,0.00126476,0.001161499,0.001185641,0.002182727,0.002029534],"domain_scores_gemma":[0.9953259,0.000781616,0.0006851284,0.001245328,0.0004672093,0.001494808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000610606,0.0004339084,0.9291166,0.003317071,0.0001959986,0.000002670108,0.005035338,0.00004663683,0.00002262193,0.00001152126,0.0001748479,0.06103217],"study_design_scores_gemma":[0.001638518,0.001560746,0.9676826,0.00170149,0.00005853573,0.000006116092,0.003058917,0.01177205,0.0000238091,0.000006361865,0.01228511,0.0002057448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825842,0.002863727,0.00004287531,0.01116126,0.00047147,0.002309044,0.0001331694,0.0001355832,0.0002987168],"genre_scores_gemma":[0.9846003,0.002841631,0.003278042,0.006753222,0.0004122768,0.0001230736,0.0003753027,0.00005954341,0.001556592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06082643,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06003217011299598,"score_gpt":0.438886466356617,"score_spread":0.378854296243621,"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."}}