{"id":"W2164726019","doi":"10.1111/pai.12349","title":"Design and validation of pictograms in a pediatric anaphylaxis action plan","year":2015,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Pictogram; Medicine; Comprehension; Recall; Anaphylaxis; Allergy; Pediatrics; Physical therapy; Psychology; Immunology","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":[0.0003875218,0.0001327894,0.0002770845,0.0005716727,0.00004418988,0.00000942516,0.00006519196,0.0002026216,0.00002502669],"category_scores_gemma":[0.0001600151,0.0001209859,0.00002953257,0.0005623534,0.00009602793,0.0001174521,0.00006531154,0.0002645924,0.000006571855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000026928,"about_ca_system_score_gemma":0.0001463065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002086885,"about_ca_topic_score_gemma":0.00005263408,"domain_scores_codex":[0.9988714,0.0001572588,0.0002865187,0.0002544631,0.0001705087,0.000259869],"domain_scores_gemma":[0.9994096,0.0001300702,0.00009651399,0.0001460873,0.0001050365,0.0001126753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01197274,0.002368486,0.8420976,0.0009117367,0.0008885931,0.0002295738,0.006145921,0.0006147843,0.006454778,0.001956268,0.002596077,0.1237635],"study_design_scores_gemma":[0.007731926,0.006429876,0.9747619,0.00001823675,0.00002719486,0.0001769274,0.0009823536,0.0007788535,0.002000975,0.001326607,0.005374776,0.0003903995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896626,0.008672683,0.0007176941,0.0002454975,0.0001198275,0.0002068346,0.000001086994,0.00002376561,0.000349945],"genre_scores_gemma":[0.9771031,0.02206797,0.0005035011,0.00002015523,0.0001607017,0.00001847544,0.00002144957,0.00001182771,0.00009281825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1326643,"threshold_uncertainty_score":0.4933663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05338826616730966,"score_gpt":0.2935053113353921,"score_spread":0.2401170451680825,"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."}}