{"id":"W3004654295","doi":"10.21037/pm.2020.ab039","title":"AB039. Partnering with children with medical complexity and their families to improve health outcomes and reduce cost","year":2020,"lang":"en","type":"article","venue":"Pediatric Medicine","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007614613,0.0003019969,0.0007976543,0.0001034855,0.0005910084,0.000006845472,0.0001527893,0.0000970288,0.00011043],"category_scores_gemma":[0.0006167531,0.0001594058,0.00001609964,0.0003788431,0.0002315394,0.00006089922,0.000169206,0.00083952,0.00001107772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005201476,"about_ca_system_score_gemma":0.0006343054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055012,"about_ca_topic_score_gemma":0.0005821272,"domain_scores_codex":[0.9974965,0.0002243458,0.0005818077,0.0005496947,0.000485521,0.0006621734],"domain_scores_gemma":[0.9971364,0.0005457359,0.0002413239,0.0002342013,0.00006870102,0.001773656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002084653,0.00004156264,0.9545261,0.000658074,0.00003124442,0.000005321516,0.0177235,6.02508e-7,0.000003516673,0.0002431886,0.008756753,0.01780172],"study_design_scores_gemma":[0.004772661,0.001099079,0.9845709,0.0004726085,0.00004399229,0.00001712956,0.006349129,0.00009010049,0.000001575155,0.00002689453,0.002324504,0.0002314062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8277031,0.001262794,0.0006659975,0.1678861,0.0001533365,0.00187575,0.00005253894,0.0001373079,0.0002630072],"genre_scores_gemma":[0.9531024,0.002519162,0.0003493427,0.04137021,0.002507004,0.00002145717,0.00004090086,0.00003698503,0.00005252838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1265159,"threshold_uncertainty_score":0.6500381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08027748781724744,"score_gpt":0.3964097379544392,"score_spread":0.3161322501371918,"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."}}