{"id":"W2176435756","doi":"10.1177/0840470415604773","title":"The LHIN adventure","year":2015,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"HOPE Innovations (Canada); St. Clair College","funders":"","keywords":"Mandate; Adventure; Christian ministry; Construct (python library); Corporate governance; Public relations; Healthcare system; Health care; Service (business); Business; Political science; Public administration; Marketing; Computer science; Law","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":[0.001632663,0.000385969,0.000353002,0.0009971319,0.002225413,0.002277387,0.0008711428,0.001702709,0.01358366],"category_scores_gemma":[0.002185383,0.0002151969,0.0004108946,0.001278996,0.001497002,0.001896348,0.001968622,0.001634871,0.001801027],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01025148,"about_ca_system_score_gemma":0.02661047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2722351,"about_ca_topic_score_gemma":0.544758,"domain_scores_codex":[0.9991793,0.000215875,0.00003815084,0.00007325105,0.0003337006,0.0001597058],"domain_scores_gemma":[0.9989268,0.0002156126,0.00009811913,0.00003768958,0.0003523765,0.0003694301],"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":[0.0001240192,0.00006445615,0.001346522,0.01207493,0.00006434254,0.0005377956,0.00311591,0.00008764924,0.0008983615,0.02963446,0.5505074,0.4015442],"study_design_scores_gemma":[0.000003612836,0.00001277163,0.000988727,0.001111674,0.000008517784,0.00007928246,0.0002299485,0.000005091423,0.00005230779,0.0003157025,0.9971896,0.000002938437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002782499,0.8345542,0.0005232938,0.04424215,0.004259283,0.0001170914,0.0004125686,0.00008354849,0.1130254],"genre_scores_gemma":[0.05038985,0.7848221,0.00126772,0.02648706,0.001659712,0.0001380262,0.0006857796,0.00004419367,0.1345055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9897485,"threshold_uncertainty_score":0.5413011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210562430450129,"score_gpt":0.5139600286301645,"score_spread":0.3929037855851517,"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."}}