{"id":"W22922215","doi":"10.1016/j.canlet.2012.08.016","title":"Loneliness and Sense of Belonging in Aphasia","year":2008,"lang":"en","type":"article","venue":"Cancer Letters","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Loneliness; Aphasia; Psychology; Social isolation; Stroke (engine); Depression (economics); Clinical psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004064798,0.00006227108,0.0001091065,0.00006829272,0.00003372166,0.000002346898,0.00005392823,0.00002280941,0.00001174327],"category_scores_gemma":[0.0000520362,0.00005531668,0.00001701033,0.0001269243,0.0002105186,0.00004780417,0.00002353488,0.00008048234,0.000001707426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008712891,"about_ca_system_score_gemma":0.00001340425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000744208,"about_ca_topic_score_gemma":0.00001689273,"domain_scores_codex":[0.9994722,0.00003786986,0.0001118884,0.0001922306,0.00005222014,0.0001335618],"domain_scores_gemma":[0.9997711,0.00007257621,0.00003928464,0.00008931751,0.000006173607,0.00002153932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001384856,0.000008759079,0.006113061,0.00001193181,8.420815e-7,0.002562033,0.0009991626,0.00004588487,0.989329,0.000006195295,0.0002311752,0.0006780435],"study_design_scores_gemma":[0.0008053926,0.00002267165,0.008593621,0.00005127827,0.000005243143,0.001849624,0.00004543341,0.00009569566,0.987496,0.00001761425,0.0008389166,0.0001785204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975249,0.0002100652,0.00001373025,0.001973143,0.0001460918,0.00005854173,0.000005115584,0.00001504756,0.00005340964],"genre_scores_gemma":[0.9915447,0.0001468784,0.00003294036,0.008176432,0.00005528452,0.00000407618,3.425546e-7,0.000005877414,0.00003353227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006203289,"threshold_uncertainty_score":0.2255749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425541802676043,"score_gpt":0.2828115206940646,"score_spread":0.2485561026673042,"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."}}