{"id":"W4390666267","doi":"10.3389/falgy.2023.1333570","title":"Navigating formula shortages: associations of parental perspectives on transitioning to alternative infant formulas for cow's milk protein allergy during the 2022 national formula shortage","year":2024,"lang":"en","type":"article","venue":"Frontiers in Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","keywords":"Economic shortage; Infant formula; Milk protein; Medicine; Milk allergy; Allergy; Pediatrics; Food allergy; Food science; Biology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00378245,0.0001774918,0.0002527818,0.0005639629,0.0008239952,0.00130716,0.0004193863,0.0006698958,0.00213415],"category_scores_gemma":[0.01747493,0.0002822729,0.0006157544,0.0005077302,0.0004953865,0.001256473,0.001271006,0.001529674,0.0001577723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008774741,"about_ca_system_score_gemma":0.001251915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388477,"about_ca_topic_score_gemma":0.01607697,"domain_scores_codex":[0.9979014,0.001071941,0.0002148934,0.0001536506,0.0004025705,0.0002555492],"domain_scores_gemma":[0.9889782,0.004513963,0.003662316,0.00024027,0.001073073,0.001532137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008414025,0.0001006869,0.9587837,0.0000825137,0.00005732561,0.0003367435,0.02441154,0.00006804462,0.0001509121,0.0001139294,0.001016621,0.0147937],"study_design_scores_gemma":[0.00001162535,0.0002314678,0.931597,0.0002864429,0.00006684447,0.0005250124,0.06405076,0.0004875221,0.000130897,0.0001657413,0.0024116,0.00003516183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974856,0.0003894076,0.0001011489,0.001008967,0.00001873841,0.000009185038,0.00007915896,0.00000339723,0.0009043346],"genre_scores_gemma":[0.9989125,0.0004474117,0.0001748477,0.0002067529,0.000009942926,0.00001162845,0.00008558592,0.000002370086,0.0001490392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01388477,"threshold_uncertainty_score":0.02760792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848759493228031,"score_gpt":0.32575575712043,"score_spread":0.3072681621881497,"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."}}