{"id":"W2263875156","doi":"10.1177/0840470415600127","title":"Local Health Integration Networks","year":2015,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Computer science; Data science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007748615,0.0012468,0.004238297,0.0009751586,0.001986457,0.00005618579,0.00106433,0.001371482,0.0002589131],"category_scores_gemma":[0.0000607926,0.001075188,0.0006913289,0.001534446,0.0001399992,0.0002315138,0.001325614,0.003769002,0.002570241],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006102581,"about_ca_system_score_gemma":0.002692127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004176761,"about_ca_topic_score_gemma":0.006404075,"domain_scores_codex":[0.9824065,0.006956088,0.004380488,0.001610686,0.001250894,0.003395362],"domain_scores_gemma":[0.9932787,0.0003956743,0.002411198,0.002029348,0.0004114236,0.001473608],"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":[0.00001269513,0.00005255064,0.000002621969,0.08727071,0.0001373977,0.00002529784,0.0002785453,0.000003893205,2.740068e-11,0.07569604,0.2149582,0.6215621],"study_design_scores_gemma":[0.0004956381,0.0002990665,0.000003676495,0.04245776,0.000252966,0.000004526357,0.01086913,0.0001432755,7.101921e-10,0.00106585,0.9436927,0.0007154315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.933482e-8,0.885563,0.05928022,0.02068652,0.004867981,0.01314959,0.000146511,0.0007612417,0.01554489],"genre_scores_gemma":[0.00001468449,0.9577717,0.0007690841,0.02177477,0.0008310752,0.003824267,0.002878469,0.0002703748,0.01186558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7287345,"threshold_uncertainty_score":0.999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2772889341935762,"score_gpt":0.5484827440999452,"score_spread":0.271193809906369,"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."}}