{"id":"W2986117254","doi":"10.1093/geroni/igz038.1365","title":"INTEREST GROUP SESSION—LONELINESS AND SOCIAL ISOLATION: THE LANGUAGE(S) OF LONELINESS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Psychology; Qualitative research; Qualitative property; Social isolation; Social psychology; Developmental psychology; Sociology; Computer science; Social science; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005822518,0.0009395261,0.0008185789,0.0007720403,0.00800454,0.003064643,0.001048226,0.003889024,0.0569734],"category_scores_gemma":[0.01315518,0.0002899833,0.0005564895,0.0005598507,0.002611132,0.003727349,0.01047455,0.005412087,0.01575224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678486,"about_ca_system_score_gemma":0.001563352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079387,"about_ca_topic_score_gemma":0.001957324,"domain_scores_codex":[0.9967812,0.002030435,0.0001222719,0.0003349211,0.0001811718,0.0005498777],"domain_scores_gemma":[0.9905814,0.005187382,0.0003812686,0.0005870653,0.001127257,0.002135628],"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":[0.00189809,0.001654021,0.007492006,0.001853148,0.00004072498,0.001889479,0.307151,0.0002219204,0.007342177,0.02225453,0.5363818,0.1118211],"study_design_scores_gemma":[0.0001973337,0.0006903426,0.007985544,0.0006117414,0.00002539499,0.0003601061,0.08399734,0.0003307423,0.001852919,0.007994475,0.8958718,0.00008216011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3343799,0.004861087,0.03517515,0.2542606,0.0595223,0.01122991,0.007232071,0.002040696,0.2912983],"genre_scores_gemma":[0.6808258,0.003368159,0.01336102,0.04526705,0.02214158,0.02770818,0.001944911,0.0007160619,0.2046673],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0569734,"threshold_uncertainty_score":0.190595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04702193579114272,"score_gpt":0.3767105586389571,"score_spread":0.3296886228478144,"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."}}