{"id":"W4200422780","doi":"10.1542/hpeds.2020-005728","title":"Family-Rated Pediatric Health Status Is Associated With Unplanned Health Services Use","year":2021,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute; Alberta Innovates; BP (Canada); University of Calgary","funders":"","keywords":"Respondent; Medicine; Odds ratio; Logistic regression; Confidence interval; Odds; Health care; Family medicine; Environmental health; Demography","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","sts"],"consensus_categories":[],"category_scores_codex":[0.000813861,0.0005427659,0.0009555628,0.0004198549,0.001978801,0.00007177655,0.000256385,0.0004948922,0.0002555314],"category_scores_gemma":[0.0004822865,0.0005208604,0.0001232853,0.003179394,0.00004483596,0.0006784475,0.0002149347,0.001417302,0.0003735084],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813927,"about_ca_system_score_gemma":0.007599116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006553287,"about_ca_topic_score_gemma":0.003299505,"domain_scores_codex":[0.9920356,0.001641091,0.0017071,0.001023955,0.001243363,0.002348901],"domain_scores_gemma":[0.9929765,0.001295301,0.001995208,0.0008228683,0.001589605,0.001320471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004789747,0.000170398,0.9545527,0.001494755,0.00003485442,0.00003307189,0.007444059,0.00002361538,4.529734e-7,0.00008471058,0.03581625,0.0002973111],"study_design_scores_gemma":[0.002220917,0.001011398,0.9834535,0.0002450652,0.00005593084,0.000001746289,0.007647843,0.0001255625,0.00000119034,0.000074941,0.004617576,0.0005443731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813221,0.005016833,0.0001280984,0.005037483,0.003131752,0.001915891,0.002497845,0.000672515,0.0002774852],"genre_scores_gemma":[0.9608576,0.01185567,0.001094798,0.02109807,0.00103815,0.0001914755,0.002564769,0.0001772421,0.001122217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03119868,"threshold_uncertainty_score":0.9997243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04726410730204524,"score_gpt":0.3666747309783925,"score_spread":0.3194106236763473,"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."}}