{"id":"W2802542020","doi":"10.1089/bfm.2017.0183","title":"Human Milk Biomarkers of Secretory Activation in Breast Pump-Dependent Mothers of Premature Infants","year":2018,"lang":"en","type":"article","venue":"Breastfeeding Medicine","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Medela; Rush University","keywords":"Medicine; Breastfeeding; Neonatal intensive care unit; Biomarker; Breast milk; Obstetrics; Gestation; Observational study; Lactation; Pediatrics; Pregnancy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132932,0.0002740519,0.0007195355,0.000644912,0.00006895285,0.000007284993,0.0002277658,0.0002391963,0.0007240642],"category_scores_gemma":[0.0002979623,0.0002141987,0.00008819313,0.0007297447,0.0007777701,0.0003703106,0.00006573567,0.0003294975,0.000005214821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105795,"about_ca_system_score_gemma":0.0001194305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002213372,"about_ca_topic_score_gemma":0.00004238235,"domain_scores_codex":[0.9975011,0.00006839645,0.0008627056,0.0003967641,0.0008107009,0.0003603087],"domain_scores_gemma":[0.9981232,0.0001217721,0.000720704,0.0003798607,0.0004647766,0.0001896671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001506763,0.0003264245,0.1614684,0.0007302728,0.0003207987,0.000009868379,0.003308607,0.000003858196,0.8053836,0.0003572814,0.001645348,0.02493879],"study_design_scores_gemma":[0.004178349,0.0009506053,0.9562444,0.004968237,0.0001989913,0.0004123354,0.001461203,0.0001571562,0.03083351,0.0001575108,0.0002287329,0.0002089908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697504,0.000163745,0.00004130427,0.01212793,0.0003386438,0.0004275861,0.00001354108,0.00005492741,0.01708193],"genre_scores_gemma":[0.9984981,0.00002704248,0.0002666342,0.0002741456,0.0006800334,0.0000098342,0.00001816074,0.00003693973,0.0001891414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.794776,"threshold_uncertainty_score":0.8734768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108626504842238,"score_gpt":0.301990971395629,"score_spread":0.2809047063472067,"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."}}