{"id":"W2436999665","doi":"10.1097/hmr.0000000000000114","title":"Integrating","year":2016,"lang":"en","type":"article","venue":"Health Care Management Review","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Agency for Healthcare Research and Quality","keywords":"Stakeholder; Negotiation; Health care; Nursing; Interpersonal communication; Psychology; Knowledge management; Process management; Medicine; Medical education; Computer science; Business; Public relations; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002021125,0.0007153695,0.0003449009,0.001228402,0.002836856,0.005387408,0.002012018,0.001222448,0.1597801],"category_scores_gemma":[0.005454448,0.0002747772,0.0004950419,0.001906641,0.001382192,0.004736421,0.007396741,0.001554992,0.05983733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002194291,"about_ca_system_score_gemma":0.0046686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005017678,"about_ca_topic_score_gemma":0.005772702,"domain_scores_codex":[0.9970723,0.0005428843,0.0001635743,0.0006727779,0.001052377,0.0004960808],"domain_scores_gemma":[0.9978625,0.0002651634,0.0002483536,0.00042612,0.0007299817,0.0004678243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001764565,0.0002108999,0.009202408,0.000809106,0.00002306589,0.0006945445,0.01141305,0.0003319988,0.002676726,0.1481777,0.2494996,0.5767845],"study_design_scores_gemma":[0.000009977503,0.00004982941,0.002801164,0.0002481629,0.00001431636,0.0003472017,0.002370773,0.0001765084,0.0006326909,0.009654049,0.9836782,0.00001708314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0230279,0.001063042,0.02042547,0.006888,0.001245699,0.0005302363,0.001973061,0.002137593,0.942709],"genre_scores_gemma":[0.2217948,0.002516408,0.04352664,0.008749794,0.0006013964,0.0007835766,0.007835617,0.001818697,0.7123731],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8402199,"threshold_uncertainty_score":0.5345176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4692844106610911,"score_gpt":0.7021202493185157,"score_spread":0.2328358386574246,"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."}}