{"id":"W4303446634","doi":"10.1097/ncm.0000000000000606","title":"A Broader View: From Social Determinants to Social Influences of Health","year":2022,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Credential; Certification; Accreditation; Credentialing; Officer; Case management; Commission; Health care; Management; Case manager; Business; Public relations; Medical education; Political science; Medicine; Process management; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001723807,0.0002165325,0.0006169629,0.0002473856,0.005159759,0.000005770883,0.000368325,0.00008582599,0.003169597],"category_scores_gemma":[0.00002338264,0.0001992331,0.0001258012,0.0004501834,0.00004753975,0.00009549785,0.001852858,0.0006776549,0.0001322428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009215711,"about_ca_system_score_gemma":0.0009454252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032245,"about_ca_topic_score_gemma":0.000391812,"domain_scores_codex":[0.9950322,0.001721322,0.001181994,0.0004442587,0.0008607509,0.0007594596],"domain_scores_gemma":[0.9986188,0.0002694555,0.000621752,0.0002358228,0.00009863869,0.0001555169],"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":[0.0005390485,0.0004743354,0.03156627,0.001957794,0.0001518219,0.000886418,0.03792981,0.000006281149,0.00002849338,0.003962273,0.6965796,0.2259178],"study_design_scores_gemma":[0.001841442,0.0001863447,0.2661445,0.0001355776,0.00006138758,0.0000149876,0.04577478,0.00001401265,0.000005128519,0.002435838,0.6830099,0.0003761261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355924,0.0006359376,0.00006801093,0.05144572,0.003319591,0.002856254,0.0007966632,0.0001138833,0.005171554],"genre_scores_gemma":[0.9129356,0.00002584714,0.000645746,0.07840116,0.0004345058,0.001677867,0.00009125791,0.00003760726,0.005750464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2345782,"threshold_uncertainty_score":0.9977416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051162989580188,"score_gpt":0.4912382067206105,"score_spread":0.3861219077625917,"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."}}