{"id":"W3029328823","doi":"10.1089/jpm.2019.0288","title":"Supportive Care for Superutilizers of a Managed Care Organization","year":2020,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Family medicine; Supportive housing; Quality of life (healthcare); Emergency department; Anxiety; Palliative care; Nursing; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001224286,0.0002244185,0.0002517749,0.0006701802,0.001091677,0.0009732675,0.0004355035,0.0002424748,0.004904849],"category_scores_gemma":[0.003755111,0.0001131098,0.000333513,0.0007970063,0.0004547811,0.0005884646,0.001538193,0.0004607049,0.0002568198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280847,"about_ca_system_score_gemma":0.001593175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005384251,"about_ca_topic_score_gemma":0.01763139,"domain_scores_codex":[0.9991002,0.0003066961,0.00006252685,0.00006333875,0.0002376836,0.0002295237],"domain_scores_gemma":[0.9953675,0.0004265411,0.002178876,0.0001973973,0.00023981,0.001589897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002116928,0.0004404333,0.962045,0.00006428715,0.00008995235,0.0005842505,0.0009348152,0.0001164521,0.0006086901,0.0004776771,0.002978534,0.03144819],"study_design_scores_gemma":[0.0001294743,0.001535551,0.9735427,0.0003677026,0.0001457029,0.001746857,0.004753967,0.001578545,0.0004319618,0.000663578,0.01508598,0.00001783452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947995,0.00087657,0.0001648769,0.0009457156,0.00003253975,0.00005806698,0.0001346757,0.00001004177,0.002978008],"genre_scores_gemma":[0.9975699,0.0004781681,0.0003373335,0.0006118197,0.000083251,0.00004121915,0.0002356484,0.000003837698,0.0006388925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005384251,"threshold_uncertainty_score":0.01640832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148731226176477,"score_gpt":0.4139096244523703,"score_spread":0.2990365018347226,"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."}}