{"id":"W7097612570","doi":"","title":"HEALTHCARE LEADERSHIP SKILLS NEEDED FOR POPULATION HEALTH","year":2011,"lang":"en","type":"article","venue":"","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Public health; Stakeholder; Work (physics); Population; International health; Health policy; HRHIS","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":[0.008276732,0.0006864236,0.0006458514,0.00104717,0.006156192,0.006234706,0.001216437,0.002668592,0.0227326],"category_scores_gemma":[0.01914062,0.0005324513,0.000652443,0.0006147587,0.002627788,0.002699228,0.006815174,0.008092249,0.008676592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601581,"about_ca_system_score_gemma":0.0327347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003239604,"about_ca_topic_score_gemma":0.005238171,"domain_scores_codex":[0.9916337,0.003570293,0.0002363532,0.0004082022,0.002353989,0.001797572],"domain_scores_gemma":[0.9655697,0.003842612,0.001967118,0.0009483814,0.005686303,0.02198585],"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":[0.00004384442,0.001031125,0.007950716,0.0008392845,0.0000615313,0.0007244883,0.02069607,0.0003557227,0.001906878,0.0224376,0.6609517,0.283001],"study_design_scores_gemma":[0.0001401052,0.0004473276,0.0234231,0.001938728,0.00003883809,0.001757897,0.02001193,0.000467013,0.0007321602,0.04185716,0.9091081,0.00007763934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02521143,0.007564198,0.02303331,0.6845357,0.00967395,0.001219241,0.0003340546,0.001380339,0.2470477],"genre_scores_gemma":[0.5212132,0.01293506,0.06995946,0.2848633,0.008449081,0.002398676,0.0008242576,0.0003427769,0.09901417],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0227326,"threshold_uncertainty_score":0.0760482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2406157949149287,"score_gpt":0.5041784432132747,"score_spread":0.263562648298346,"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."}}