{"id":"W4285391701","doi":"10.1371/journal.pone.0271122","title":"The role of patients in the governance of a sustainable healthcare system: A scoping review","year":2022,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre; Health Sciences Centre; Sunnybrook Health Science Centre; North York General Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Accountability; CINAHL; PsycINFO; MEDLINE; Health care; Cochrane Library; Medicine; Inclusion (mineral); Political science; Public relations; Medical education; Sociology; Social science","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01402016,0.0003510907,0.003041216,0.00009398782,0.0009477972,0.00001027058,0.001386551,0.0002862911,0.0001060001],"category_scores_gemma":[0.009715399,0.0002133403,0.0002647787,0.001290114,0.00008622157,0.0001629402,0.0006195767,0.002670567,0.00003434745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444083,"about_ca_system_score_gemma":0.005487752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007596857,"about_ca_topic_score_gemma":0.001498822,"domain_scores_codex":[0.9704504,0.02290016,0.003619564,0.0004631408,0.001663687,0.0009030295],"domain_scores_gemma":[0.9802912,0.01091858,0.00631918,0.001623279,0.0007402093,0.0001074866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001521586,0.0004213228,0.0008239318,0.9293867,0.00009026148,0.000004821042,0.001112228,8.967755e-9,7.732394e-9,0.009007336,0.0001423273,0.05899583],"study_design_scores_gemma":[0.0001074205,0.00009634623,0.00006231826,0.5686696,0.0003544898,4.182824e-7,0.005043389,4.112462e-7,5.815093e-8,0.00003366419,0.4255185,0.0001133734],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008083583,0.977544,1.294898e-7,0.001884072,0.0001236956,0.01833093,0.0002241418,0.00002739595,0.001784761],"genre_scores_gemma":[0.0001608974,0.9919915,0.00002562631,0.000919125,0.0001013089,0.006431297,0.000078631,0.00006648972,0.0002251628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4253761,"threshold_uncertainty_score":0.9996303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6210571954023978,"score_gpt":0.5365833886602815,"score_spread":0.08447380674211624,"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."}}