{"id":"W2972853100","doi":"10.1089/pop.2019.0074","title":"Hospital Partnerships in Population Health Initiatives","year":2019,"lang":"en","type":"article","venue":"Population Health Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicaid; Health care; Outreach; Population health; Population; General partnership; Medicine; Public health; Health administration; Family medicine; Nursing; Business; Environmental health; Political science; Finance","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002404123,0.0002680372,0.0006754632,0.0005620184,0.0006414088,0.00001552139,0.0001959657,0.0001432518,0.000653589],"category_scores_gemma":[0.00004313559,0.0002716157,0.00008111103,0.0006043699,0.00001231475,0.0005312283,0.0001364636,0.0005921324,0.0008086627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003401807,"about_ca_system_score_gemma":0.0004142645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007246464,"about_ca_topic_score_gemma":0.004229964,"domain_scores_codex":[0.9946578,0.001275651,0.001745533,0.0005841015,0.0005462114,0.001190664],"domain_scores_gemma":[0.9979351,0.0002313555,0.0009308396,0.0005286697,0.00005986312,0.0003141985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004182903,0.00009305109,0.9152273,0.002081618,0.00001311874,0.000001734615,0.001944456,0.00005097774,4.512286e-8,0.05744231,0.01169897,0.01140461],"study_design_scores_gemma":[0.001375144,0.000201646,0.9423096,0.0003103341,0.000003836648,1.683811e-7,0.001666622,0.0001556279,3.937518e-8,0.002625472,0.05113544,0.0002160604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7198478,0.001457507,0.0003491192,0.2248283,0.004413361,0.01436631,0.00003940666,0.0006604698,0.03403774],"genre_scores_gemma":[0.9285699,0.00065837,0.0009799203,0.0667156,0.0001986777,0.0003207253,0.0007837345,0.00004414037,0.001728962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2087221,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011192011593455,"score_gpt":0.4526465465244475,"score_spread":0.3515273453651021,"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."}}