{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002552518,0.0001782939,0.0003483857,0.0005193162,0.0002440622,0.0009232941,0.0004465107,0.0005308416,0.005123342],"category_scores_gemma":[0.01757656,0.0001194172,0.0004023414,0.0008289291,0.000791888,0.0007981502,0.0006301065,0.0006290819,0.0003438383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000748147,"about_ca_system_score_gemma":0.0007280962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002390435,"about_ca_topic_score_gemma":0.003490033,"domain_scores_codex":[0.9985469,0.0008179782,0.0001155656,0.0001435813,0.0002554664,0.0001205107],"domain_scores_gemma":[0.989657,0.004581422,0.004247522,0.0002635453,0.0005601424,0.0006903511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005253635,0.0002031303,0.8943256,0.001244984,0.0004038222,0.0001879152,0.001632364,0.000335488,0.0002764358,0.0009066482,0.00137653,0.09858171],"study_design_scores_gemma":[0.00002389456,0.0004329213,0.9916272,0.0005716772,0.0001106641,0.0004103819,0.001361121,0.0004064782,0.000109718,0.001614374,0.003316396,0.00001528205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965104,0.01399833,0.0004741157,0.01133958,0.0001150768,0.00005455692,0.0006791575,0.00001476845,0.008220428],"genre_scores_gemma":[0.9969336,0.002089143,0.0002531315,0.0003537815,0.00004079468,0.00001772181,0.0001179124,0.000002923036,0.000191083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005123342,"threshold_uncertainty_score":0.01713932,"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."}}