{"id":"W4390696430","doi":"10.1002/lary.31274","title":"Pediatric Esophageal Foreign Bodies: The Role of Socioeconomic Status in Ingestion Patterns","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Ingestion; Odds ratio; Socioeconomic status; Medicine; Odds; Confidence interval; Pediatrics; Retrospective cohort study; Cohort; Emergency medicine; Environmental health; Surgery; Internal medicine; Population; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005701045,0.0001354978,0.0002422852,0.0001166786,0.00005547538,0.0000229089,0.0001610067,0.00007988468,0.0005990622],"category_scores_gemma":[0.0001377057,0.0000731235,0.00009274331,0.0001483959,0.0001545249,0.00008517495,0.00008637616,0.0004051455,0.0001680589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099603,"about_ca_system_score_gemma":0.0001905945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004699519,"about_ca_topic_score_gemma":0.00006259539,"domain_scores_codex":[0.9988486,0.00008993896,0.0003207468,0.0001989779,0.0002266342,0.0003150555],"domain_scores_gemma":[0.9990965,0.0004501092,0.00005718577,0.0002962035,0.00002273666,0.00007731852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006854719,0.0003616406,0.9123749,0.001705956,0.0002565582,0.0005371347,0.01182124,0.0001552086,0.0007242428,0.03119895,0.008028498,0.03215016],"study_design_scores_gemma":[0.003873283,0.002257871,0.8750643,0.001116409,0.001245623,0.0004000159,0.009422054,0.02587077,0.008773596,0.05367789,0.01760847,0.0006897398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981249,0.01099238,0.00002311898,0.001076375,0.0001511931,0.0004401504,0.00003508321,0.00006357457,0.005969083],"genre_scores_gemma":[0.9977879,0.0009306928,0.00003159007,0.000431265,0.0005162806,0.00004575308,0.00002827365,0.00002952641,0.0001987474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03731065,"threshold_uncertainty_score":0.6559311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084259216176776,"score_gpt":0.2643453729861061,"score_spread":0.2535027808243383,"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."}}