{"id":"W3005203554","doi":"10.1089/bfm.2019.29141.hmj","title":"ABM Clinical Protocol #32: Management of Hyperlactation","year":2020,"lang":"en","type":"article","venue":"Breastfeeding Medicine","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Breastfeeding; Medicine; Protocol (science); Breast feeding; Nursing; Family medicine; Alternative medicine; Pediatrics; Pathology","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":[0.0008390506,0.0002086265,0.0006115578,0.00009066085,0.00005768454,0.00001011138,0.0001768401,0.000112932,0.0006490769],"category_scores_gemma":[0.0003245375,0.0001514786,0.0001261179,0.0004775364,0.000280925,0.0002170552,0.00007419992,0.0003292681,0.00005812574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002493035,"about_ca_system_score_gemma":0.00005670104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004740335,"about_ca_topic_score_gemma":3.525398e-7,"domain_scores_codex":[0.9976557,0.00005218661,0.000954864,0.0004103855,0.0006633189,0.0002634948],"domain_scores_gemma":[0.9985383,0.0001368396,0.0004539005,0.0002225794,0.0002383828,0.0004099793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004095268,0.0005337829,0.09913436,0.003717125,0.0006412445,0.0001866626,0.00122226,0.000008651139,0.006834333,0.003890831,0.02278279,0.8569527],"study_design_scores_gemma":[0.01285932,0.004223275,0.8875013,0.002844544,0.0008777293,0.0003864227,0.001209786,0.001320013,0.0006789992,0.0001556274,0.08762681,0.0003161642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06641076,0.0002683947,0.002116732,0.5937498,0.001202724,0.0759964,0.00001248306,0.0006839217,0.2595587],"genre_scores_gemma":[0.987622,0.00005234111,0.004361487,0.002854009,0.001613847,0.003140334,0.00001210343,0.00003517186,0.0003086548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9212113,"threshold_uncertainty_score":0.7106937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069020474466203,"score_gpt":0.4109712681209361,"score_spread":0.3040692206743157,"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."}}