{"id":"W2753704976","doi":"10.1016/j.jaip.2017.06.027","title":"Epinephrine Autoinjectors: New Data, New Problems","year":2017,"lang":"en","type":"review","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McMaster University; McMaster University Medical Centre","funders":"Agency for Healthcare Research and Quality","keywords":"Epinephrine; Computer science; Medicine; Anesthesia","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":[0.002690555,0.001356874,0.00300065,0.002598361,0.0003688814,0.002625307,0.00180129,0.002729947,0.004225556],"category_scores_gemma":[0.004267203,0.0005070285,0.001372162,0.002711975,0.001457768,0.004207912,0.001209791,0.003835519,0.001584314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009236566,"about_ca_system_score_gemma":0.001909037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083913,"about_ca_topic_score_gemma":0.002520087,"domain_scores_codex":[0.9989134,0.000196056,0.0002330068,0.0001940892,0.0004025428,0.00006098342],"domain_scores_gemma":[0.9959115,0.002744027,0.0004840614,0.00008757778,0.000627165,0.00014572],"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":[0.0001931932,0.00007251678,0.0005220855,0.04395834,0.000244796,0.0002819296,0.00008150879,0.0002758535,0.0005479484,0.003477975,0.04293327,0.9074106],"study_design_scores_gemma":[0.0000934483,0.0001542237,0.001632224,0.02424737,0.0007207705,0.002690894,0.0002331394,0.0001962553,0.0003358848,0.003419005,0.9662234,0.00005334597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003610642,0.9991308,0.00004015799,0.0003863332,0.0002234829,0.000001780524,0.000008569729,0.000002568351,0.0001701982],"genre_scores_gemma":[0.0004272902,0.9981297,0.0001127017,0.0005673592,0.0006089489,0.000003296575,0.00001700015,0.000001332603,0.0001324952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004225556,"threshold_uncertainty_score":0.01422918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2747161546610616,"score_gpt":0.5101251030396656,"score_spread":0.235408948378604,"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."}}