{"id":"W2582057946","doi":"10.1016/j.pbj.2017.01.001","title":"Public and patient participation in health policy, care and research","year":2017,"lang":"en","type":"review","venue":"Porto Biomedical Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Health care; Public health; Public administration; Accountability; Health policy; Political science; Government (linguistics); Citizen journalism; Corporate governance; Inclusion (mineral); Business; Nursing; Medicine; Sociology","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005453218,0.0002619651,0.001179105,0.001211007,0.002353681,0.00007075864,0.0002479854,0.0004826577,0.000130351],"category_scores_gemma":[0.0006486066,0.0001840767,0.00008391479,0.0003451839,0.0003191959,0.0001259011,0.0004019509,0.003010589,0.00004584301],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396864,"about_ca_system_score_gemma":0.007553008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670673,"about_ca_topic_score_gemma":0.0004703189,"domain_scores_codex":[0.991601,0.003251989,0.0022253,0.0003867848,0.00111249,0.001422373],"domain_scores_gemma":[0.9953334,0.0005296958,0.001377062,0.0003160586,0.0002242283,0.002219522],"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":[0.000008620967,0.00009496741,0.001697588,0.04230176,0.00001333455,0.00003621939,0.003465906,1.194359e-9,6.170214e-9,0.0002375122,0.002099887,0.9500442],"study_design_scores_gemma":[0.0004834665,0.0007907304,0.0003876158,0.04691681,0.0000128627,0.00003857098,0.001373909,0.0000017119,5.540133e-9,0.0002640421,0.9496019,0.0001283475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004117313,0.9923159,0.00000371329,0.003598365,0.0008325583,0.00186253,0.00009490884,0.00001078878,0.0008694915],"genre_scores_gemma":[0.001193432,0.9963458,0.0001027218,0.0008090977,0.0008050798,0.0002732868,0.0003485795,0.00003019673,0.00009185791],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9499158,"threshold_uncertainty_score":0.9992895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7779240890503175,"score_gpt":0.6637532405726817,"score_spread":0.1141708484776358,"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."}}