{"id":"W4392058356","doi":"10.1111/acem.14867","title":"Acute care utilization for ambulatory care–sensitive conditions among publicly insured children","year":2024,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality","keywords":"Medicine; Medicaid; Ambulatory care; Acute care; Emergency department; Odds ratio; Confidence interval; Emergency medicine; Health care; Odds; Managed care; Medical emergency; Family medicine; Logistic regression; Internal medicine; Nursing","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":[0.0008758949,0.0002100276,0.0002167419,0.001942834,0.0003846445,0.0005659072,0.0004418365,0.0002182631,0.001377937],"category_scores_gemma":[0.003166494,0.0002018313,0.0006948379,0.002133284,0.0003428262,0.0004226016,0.0007811137,0.0006246813,0.00009457907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524367,"about_ca_system_score_gemma":0.001244335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0464639,"about_ca_topic_score_gemma":0.05356522,"domain_scores_codex":[0.9990227,0.0001563124,0.0001401985,0.0001671377,0.0002758132,0.0002378212],"domain_scores_gemma":[0.9947649,0.0005633227,0.003894221,0.0001478383,0.0002699212,0.0003597249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004679598,0.000007788696,0.9994018,0.000005387941,0.00001465708,0.000014849,0.00003078733,0.00002131938,0.00001298524,0.00001268849,0.0001124203,0.0003606331],"study_design_scores_gemma":[8.80569e-7,0.000008306897,0.9996454,0.000008515836,0.000005638504,0.00006596271,0.00009164943,0.00006228255,0.00001860427,0.000005274961,0.00008649871,9.653033e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964399,0.0002923759,0.00006618099,0.0001243282,0.000005761319,0.00001336895,0.002598803,0.000007648595,0.0004516217],"genre_scores_gemma":[0.9976637,0.0002725262,0.0001143598,0.00002793714,0.00001188578,0.00001597286,0.001839413,0.000001968033,0.00005218325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0464639,"threshold_uncertainty_score":0.0923869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08394939882096418,"score_gpt":0.4869964564233622,"score_spread":0.403047057602398,"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."}}