{"id":"W4413113215","doi":"10.1002/ejp.70102","title":"Representation of Pain and Injury in Children's Picture Books—A Content Analysis","year":2025,"lang":"en","type":"article","venue":"European Journal of Pain","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Medical Research Council; National Health and Medical Research Council; University of South Australia","keywords":"Content analysis; Representation (politics); Content (measure theory); Picture books; Psychology; Art; Literature; Sociology; Mathematics; Political science; Social science","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":[0.001986733,0.0002453372,0.0004633949,0.01514542,0.000783814,0.002075753,0.0005490824,0.0003523508,0.002854432],"category_scores_gemma":[0.0137313,0.0002706773,0.0003802209,0.01348452,0.001239262,0.001435696,0.001570537,0.0004193108,0.0002427128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002222233,"about_ca_system_score_gemma":0.002045903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008955332,"about_ca_topic_score_gemma":0.01137089,"domain_scores_codex":[0.9978364,0.0006427948,0.0004122075,0.0001679712,0.0007933832,0.0001472149],"domain_scores_gemma":[0.9859919,0.008905212,0.002435382,0.0002987777,0.002169862,0.0001987597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004185766,0.0001353811,0.4874842,0.007378501,0.0001658376,0.003309012,0.3615953,0.000290767,0.006420137,0.002882598,0.003335456,0.1265843],"study_design_scores_gemma":[0.00001683169,0.0001752698,0.7648873,0.002718984,0.0001950805,0.002758001,0.1992325,0.0006101459,0.001970619,0.0005647403,0.02681354,0.00005697494],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988898,0.001610032,0.0008786389,0.0001685446,0.00001153393,0.0004612996,0.002175089,0.00001770946,0.005779161],"genre_scores_gemma":[0.9855372,0.00338488,0.005931844,0.00008643241,0.00001917798,0.0008344903,0.002434426,0.00002282921,0.001748811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01514542,"threshold_uncertainty_score":0.01780641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605548069416308,"score_gpt":0.2785085381826019,"score_spread":0.2624530574884388,"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."}}