{"id":"W3093167554","doi":"10.1016/j.jpeds.2020.10.001","title":"Development and Assessment of a Pictographic Pediatric Constipation Action Plan","year":2020,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Readability; Pictogram; Medicine; Recall; Health literacy; Constipation; Health care; Physical therapy; Psychology; Computer science; Surgery","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":[0.002891852,0.00007322007,0.0001906078,0.0001539181,0.0003046635,0.000006572659,0.0001286882,0.00007871559,0.00004931686],"category_scores_gemma":[0.0003993859,0.00004609978,0.00002856806,0.0004286718,0.0000243644,0.0004059166,0.00004784307,0.0006516144,0.000004723153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005085413,"about_ca_system_score_gemma":0.0009881484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007397794,"about_ca_topic_score_gemma":0.000005045711,"domain_scores_codex":[0.9975182,0.0003891893,0.00155495,0.00004971114,0.0003429826,0.0001449526],"domain_scores_gemma":[0.9968036,0.0006057477,0.001936514,0.00007719101,0.0004219661,0.0001549314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001328226,0.00003958091,0.9726376,0.001827416,0.000005326862,4.772276e-7,0.01641736,0.00003140041,0.00002810938,0.0005232513,0.001877609,0.006479076],"study_design_scores_gemma":[0.001180885,0.0002137929,0.9696531,0.00002974048,0.0001326306,0.00000514768,0.005441856,0.000685752,0.00001708001,0.0001081889,0.02243345,0.00009832983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883121,0.0002498648,0.00926772,0.000901999,0.0003435886,0.000247563,0.000007061134,0.000009663501,0.0006604847],"genre_scores_gemma":[0.9890941,0.001510851,0.007738397,0.001022552,0.0006178321,0.000002758881,0.000003765424,0.000004452295,0.000005228518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02055584,"threshold_uncertainty_score":0.2830977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492689326366173,"score_gpt":0.45928885924275,"score_spread":0.3100199266061326,"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."}}