{"id":"W4237843097","doi":"10.1093/geroni/igy023.516","title":"Health Care","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Community engagement; Flexibility (engineering); Health care; Psychology; Usability; Portfolio; Public relations; Nursing; Business; Medical education; Applied psychology; Medicine; Political science; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002233512,0.0005274448,0.0006263437,0.001489142,0.001889362,0.00492793,0.001704657,0.002665247,0.4552469],"category_scores_gemma":[0.009796889,0.0003348444,0.0007947789,0.001719332,0.0006830445,0.002300134,0.004064229,0.002649355,0.1866214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003772694,"about_ca_system_score_gemma":0.008218026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119927,"about_ca_topic_score_gemma":0.01202584,"domain_scores_codex":[0.997085,0.0006632592,0.0002379866,0.000661652,0.0008636233,0.0004885008],"domain_scores_gemma":[0.996133,0.0004936532,0.0002060245,0.0004705425,0.001744874,0.0009519557],"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":[0.0001240437,0.00009192275,0.003117952,0.0004506267,0.00003498086,0.0002549655,0.0004166826,0.00007041794,0.000217428,0.02218324,0.7347575,0.2382803],"study_design_scores_gemma":[0.00003450397,0.00002882406,0.001515906,0.0003496705,0.0000101987,0.0001846506,0.000275642,0.00006206937,0.00006153854,0.002934764,0.9945331,0.000009232441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003252668,0.007221898,0.003179034,0.03531071,0.005127291,0.0005668637,0.009706951,0.001070163,0.9345644],"genre_scores_gemma":[0.05842731,0.01255588,0.009808635,0.04790862,0.003334562,0.001201131,0.0216334,0.0008304867,0.8443],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4552469,"threshold_uncertainty_score":0.7770241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2365389634004524,"score_gpt":0.4979106060065454,"score_spread":0.2613716426060929,"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."}}