{"id":"W3135743119","doi":"10.1177/0890334421995098","title":"The Paradigm Shift in BFHI Step 2: From Training to Competency Verification","year":2021,"lang":"en","type":"article","venue":"Journal of Human Lactation","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"World Health Organization","keywords":"Breastfeeding; Lactation; Nursing; Psychology; Training (meteorology); Medicine; Pediatrics; Pregnancy; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1373483,0.0006689156,0.001295585,0.002419987,0.004636764,0.006234569,0.004549661,0.003050521,0.005197163],"category_scores_gemma":[0.08709763,0.0007005976,0.0008564949,0.001341567,0.003519109,0.004372069,0.009304868,0.008492062,0.0008749574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01803892,"about_ca_system_score_gemma":0.1361107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01384833,"about_ca_topic_score_gemma":0.03604417,"domain_scores_codex":[0.9270451,0.04725089,0.004782739,0.003083845,0.01307096,0.004766383],"domain_scores_gemma":[0.8883455,0.04836269,0.008381131,0.006427255,0.02912121,0.01936226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001303194,0.01075624,0.02955524,0.006126377,0.0001967421,0.0001260845,0.01090284,0.001256731,0.003653008,0.03203997,0.0216756,0.882408],"study_design_scores_gemma":[0.006859184,0.0463514,0.4398601,0.04347631,0.0009079826,0.001701531,0.06543727,0.02671088,0.05020986,0.1277109,0.1895182,0.001256315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3944915,0.008297603,0.139405,0.341988,0.006495717,0.03927533,0.0009132404,0.001799027,0.06733471],"genre_scores_gemma":[0.7016149,0.001585375,0.2397777,0.0262293,0.0003635172,0.02406795,0.0003860643,0.0001752093,0.005799954],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1373483,"threshold_uncertainty_score":0.7263759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04635117896353927,"score_gpt":0.3347580695025161,"score_spread":0.2884068905389768,"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."}}