{"id":"W3004361198","doi":"10.1089/bfm.2019.0277","title":"The Design and Mechanics of an Accessible Human Milk Research Biorepository","year":2020,"lang":"en","type":"article","venue":"Breastfeeding Medicine","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Breastfeeding; Toddler; Biorepository; Medicine; Breast milk; Environmental health; Pregnancy; Family medicine; Offspring; Gerontology; Pediatrics; Developmental psychology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003096662,0.0001776955,0.0003932976,0.0001406918,0.0005813015,0.00005635509,0.0003314501,0.0001148347,0.00005491163],"category_scores_gemma":[0.0008900433,0.000105518,0.00003885571,0.000599488,0.0005915183,0.0003283622,0.0001417883,0.0005447361,0.000003267632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002857713,"about_ca_system_score_gemma":0.0001158371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003228755,"about_ca_topic_score_gemma":0.000003847823,"domain_scores_codex":[0.9976146,0.0002269435,0.0004799972,0.0003916907,0.0008922955,0.0003945233],"domain_scores_gemma":[0.9978808,0.0006532673,0.0002128681,0.0003000875,0.0004689131,0.0004840714],"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":[0.001771134,0.0001881578,0.004600784,0.0005502588,0.0002307013,0.00009951927,0.004183712,0.00001608728,0.8185298,0.01464751,0.01027245,0.1449099],"study_design_scores_gemma":[0.02929634,0.05827601,0.462772,0.008878963,0.002974081,0.007017384,0.0284208,0.07948654,0.2257749,0.02188697,0.07290249,0.002313591],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5066049,0.00835902,0.002624896,0.4665225,0.0008176806,0.001968896,0.000005200116,0.0003454813,0.0127514],"genre_scores_gemma":[0.9964983,0.0002874013,0.001382523,0.0005757912,0.001097389,0.00001704056,0.000003733077,0.0000296025,0.0001081718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.592755,"threshold_uncertainty_score":0.447096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594459619867704,"score_gpt":0.4008617055972573,"score_spread":0.2414157436104869,"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."}}