{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009615449,0.0002604969,0.0001872148,0.0004287129,0.002262978,0.001367679,0.0008501419,0.001666444,0.3316863],"category_scores_gemma":[0.003616534,0.0001295941,0.0003992232,0.0003306085,0.0004629733,0.0008165956,0.002565664,0.002024495,0.04304882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002535015,"about_ca_system_score_gemma":0.009255093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02642993,"about_ca_topic_score_gemma":0.07058394,"domain_scores_codex":[0.9991905,0.000244319,0.00002355058,0.00005949563,0.000198593,0.0002835317],"domain_scores_gemma":[0.995378,0.0003217918,0.0001487877,0.00006115595,0.0005581091,0.003532217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001033604,0.0004344393,0.006283481,0.0001513998,0.000009883337,0.0003968221,0.0002519959,0.00005556995,0.0002564441,0.003913944,0.679374,0.3087686],"study_design_scores_gemma":[0.0001146026,0.0001571841,0.01721421,0.001031023,0.00001308635,0.0008084094,0.0009199256,0.0001452425,0.0002146856,0.003305333,0.9760602,0.00001616834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01927499,0.004721513,0.00100258,0.1311163,0.003978655,0.0002593841,0.002160831,0.0005383494,0.8369474],"genre_scores_gemma":[0.1964629,0.01467451,0.01112609,0.07359421,0.003377688,0.0007715927,0.003408061,0.0005775749,0.6960075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3316863,"threshold_uncertainty_score":0.9532685,"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."}}