{"id":"W2090097337","doi":"10.1159/000076456","title":"Does Meeting Needs Improve Quality of Life?","year":2004,"lang":"en","type":"article","venue":"Psychotherapy and Psychosomatics","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Quality of life (healthcare); Medicine; Baseline (sea); Needs assessment; Gerontology; Psychology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005161422,0.0002636763,0.0004633272,0.0001872778,0.0001261449,0.0000253488,0.000248032,0.0002032365,0.0003614498],"category_scores_gemma":[0.000003590935,0.0001800043,0.0001362962,0.0004345328,0.0001139988,0.00009599992,0.00000856622,0.0001877753,0.00003720571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001866688,"about_ca_system_score_gemma":0.00004989962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346195,"about_ca_topic_score_gemma":0.0004619017,"domain_scores_codex":[0.9979144,0.0001169384,0.0009359237,0.0003554417,0.0002659164,0.0004113557],"domain_scores_gemma":[0.998428,0.0001724293,0.0004945303,0.0005886407,0.00006215928,0.0002542384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005965403,0.005929464,0.1332822,0.004506093,0.001647797,0.000005831983,0.3443588,0.0000131953,0.01680311,0.3001746,0.00376897,0.1835445],"study_design_scores_gemma":[0.04566185,0.003765392,0.1837474,0.001475255,0.0002220168,0.00003833857,0.1064798,0.00002824582,0.002457956,0.5800741,0.07298867,0.003061052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629846,0.004400219,0.001197549,0.001990004,0.005363468,0.0005270891,0.00005618886,0.0000980807,0.02338279],"genre_scores_gemma":[0.9873949,0.00246555,0.004078936,0.004710947,0.0005665525,0.0000690214,0.000008616114,0.0000508279,0.0006546265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2798995,"threshold_uncertainty_score":0.7340361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488404816871218,"score_gpt":0.3570262216332713,"score_spread":0.3321421734645591,"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."}}