{"id":"W3123279912","doi":"10.1097/ncm.0000000000000484","title":"Case Management on the Front Lines of COVID-19","year":2021,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Medicine; Psychosocial; Health care; Intervention (counseling); Case management; Asymptomatic; Pandemic; Acute care; Intensive care medicine; Disease; Nursing; Family medicine; Coronavirus disease 2019 (COVID-19); Medical emergency; Infectious disease (medical specialty); Psychiatry; Surgery; Pathology","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":[0.004038553,0.001073557,0.0006350321,0.001644795,0.007706309,0.004499798,0.003030303,0.004592898,0.01769384],"category_scores_gemma":[0.02668657,0.0004859735,0.0006103218,0.0007288727,0.004012113,0.004993895,0.01071224,0.00966587,0.003797029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003827502,"about_ca_system_score_gemma":0.005363759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580045,"about_ca_topic_score_gemma":0.00215883,"domain_scores_codex":[0.9924272,0.003374725,0.0007291933,0.0006596098,0.001657385,0.001151843],"domain_scores_gemma":[0.9792281,0.003624813,0.004203213,0.0007190414,0.003992431,0.008232434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004143399,0.001111638,0.07636557,0.001707709,0.00008116582,0.2131449,0.02072193,0.001303108,0.004635747,0.01272706,0.3399247,0.3278621],"study_design_scores_gemma":[0.0001633086,0.001391101,0.08050352,0.01602804,0.0001110528,0.3486107,0.08246068,0.003415579,0.003346147,0.05009334,0.4135106,0.0003658792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1709321,0.04502867,0.02667459,0.5196136,0.01768351,0.00178279,0.0002708068,0.001198516,0.2168154],"genre_scores_gemma":[0.7955173,0.02955614,0.02009308,0.1031099,0.02785413,0.0005751314,0.0003524127,0.0003093431,0.02263247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01769384,"threshold_uncertainty_score":0.05919182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09591312301144841,"score_gpt":0.4308075789327297,"score_spread":0.3348944559212813,"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."}}