{"id":"W2994129977","doi":"10.12927/hcq.2016.24564","title":"The Upstream Hospital Leader: Taking Action to Improve Population Health","year":2016,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health","funders":"","keywords":"Upstream (networking); CLARITY; Action (physics); Population health; Downstream (manufacturing); Population; Public relations; Nursing; Medicine; Business; Psychology; Process management; Political science; Environmental health; Computer science; Marketing; Telecommunications; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01407698,0.0004779691,0.0003029124,0.001123984,0.0222999,0.006765539,0.00295471,0.00422793,0.007254575],"category_scores_gemma":[0.02537962,0.0003584307,0.0005421793,0.0006058969,0.009470671,0.00486412,0.008639676,0.007411456,0.001205295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02064438,"about_ca_system_score_gemma":0.1132975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2480607,"about_ca_topic_score_gemma":0.62496,"domain_scores_codex":[0.9827528,0.009197557,0.0002314574,0.0005784535,0.002892763,0.004346908],"domain_scores_gemma":[0.9732705,0.003565397,0.00161488,0.0005900192,0.004477887,0.01648122],"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":[0.0002069891,0.0008110313,0.04879951,0.0008285976,0.00006740528,0.00305483,0.1554656,0.0008085129,0.003571125,0.04780436,0.3999551,0.3386269],"study_design_scores_gemma":[0.0001332995,0.0007589929,0.05396894,0.001667195,0.0001358088,0.0008127699,0.3948038,0.001615803,0.002671288,0.02950853,0.5135655,0.0003580617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1188606,0.00318615,0.01483088,0.7559047,0.004282509,0.0004881008,0.0000626943,0.0004412273,0.1019432],"genre_scores_gemma":[0.873379,0.003140894,0.01869541,0.07699265,0.0008735142,0.0002511052,0.00007919865,0.0001079333,0.02648029],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2480607,"threshold_uncertainty_score":0.4932338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05561641963265301,"score_gpt":0.4324687123011799,"score_spread":0.3768522926685269,"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."}}