{"id":"W4236927544","doi":"10.26419/pia.00015.006","title":"As We Age, Feeling Connected + Purpose in Life = Better Brain Health: Infographic [Arabic]","year":2017,"lang":"en","type":"report","venue":"","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chiba University; Karolinska Institutet; Hebrew University of Jerusalem; Public Health England; Administration for Community Living; Johns Hopkins University; University of Exeter; Age UK; National Center for Geriatrics and Gerontology; Heriot-Watt University; Rush University; Ben-Gurion University of the Negev; Harvard University; Emory University; Centers for Disease Control and Prevention; University of Pennsylvania; Alzheimer Society; Health Resources and Services Administration; University of Southern California","keywords":"Infographic; Feeling; Arabic; Psychology; Computer science; Social psychology; Linguistics; Data mining; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001519665,0.0007183148,0.0006307113,0.002030397,0.001383751,0.004025263,0.0008556243,0.00314648,0.0616198],"category_scores_gemma":[0.01136793,0.000231074,0.0008812391,0.002891262,0.001939072,0.006709489,0.002783011,0.003778244,0.02214579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382988,"about_ca_system_score_gemma":0.001828581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005285007,"about_ca_topic_score_gemma":0.01159775,"domain_scores_codex":[0.9985276,0.000839898,0.0001832876,0.00009602452,0.0002317368,0.0001213739],"domain_scores_gemma":[0.9952382,0.002308449,0.0006271075,0.0001714184,0.0007612064,0.0008936162],"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":[0.00003137765,0.00001927385,0.001205235,0.001601734,0.00002264505,0.00007596162,0.002140028,0.0000235447,0.00007586649,0.003926121,0.8692997,0.1215785],"study_design_scores_gemma":[0.00001707344,0.00003380057,0.005895988,0.003174274,0.00003100207,0.0004160862,0.002736312,0.00005080618,0.00008381614,0.00390774,0.9836188,0.00003427557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007153049,0.09066243,0.004400201,0.581146,0.04221458,0.0003767756,0.01011415,0.001345608,0.2625873],"genre_scores_gemma":[0.0981197,0.2187815,0.0219772,0.4504352,0.03312651,0.001612277,0.01352226,0.001164345,0.161261],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0616198,"threshold_uncertainty_score":0.2061388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05658427942782943,"score_gpt":0.3372175617981997,"score_spread":0.2806332823703702,"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."}}