{"id":"W4416293749","doi":"10.1542/hpeds.2024-008284","title":"Perspectives on Health Equity in Canadian Pediatric Academic Hospitals: A Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Qualitative research; Psychological intervention; Equity (law); Health equity; MEDLINE; Child health; Social determinants of health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00307135,0.0002822488,0.0005899438,0.00220456,0.0002164422,0.00007001561,0.0004808705,0.0001831139,0.00003774152],"category_scores_gemma":[0.001031058,0.0003482226,0.000109532,0.002050039,0.00003954384,0.0002239791,0.0001921522,0.0007350153,0.0003707206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002487522,"about_ca_system_score_gemma":0.0007895987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4502741,"about_ca_topic_score_gemma":0.1158288,"domain_scores_codex":[0.9967476,0.0001417669,0.001079533,0.0008351994,0.0001157409,0.00108012],"domain_scores_gemma":[0.998512,0.0002040856,0.0003678596,0.0004359135,0.00005576008,0.0004244241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001167667,0.0005470812,0.2907074,0.0001667333,0.00002223143,0.00001396765,0.1153155,0.00002371692,3.182606e-9,0.5836826,0.008163235,0.001345808],"study_design_scores_gemma":[0.002105158,0.002307124,0.6654181,0.00003112653,0.00002296375,2.496975e-7,0.2127697,0.0001018892,1.72739e-7,0.09965672,0.01662994,0.0009568378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9010005,0.01392676,0.0001410567,0.04586489,0.001279723,0.002186468,0.0003390455,0.00008766955,0.03517387],"genre_scores_gemma":[0.9923999,0.004707544,0.0000753134,0.00179091,0.0003535496,0.000152699,0.00001164421,0.00002634135,0.0004821301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4840259,"threshold_uncertainty_score":0.999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05904930622797462,"score_gpt":0.4005246875611634,"score_spread":0.3414753813331888,"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."}}