{"id":"W2164631575","doi":"10.1186/1477-7525-8-26","title":"An instrument to assess quality of life in relation to nutrition: item generation, item reduction and initial validation","year":2010,"lang":"en","type":"article","venue":"Health and Quality of Life Outcomes","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Università degli Studi di Parma","keywords":"Quality of life (healthcare); Convergent validity; Context (archaeology); Construct validity; Population; Psychology; Gerontology; Reliability (semiconductor); Clinical psychology; Medicine; Psychometrics; Environmental health","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":[0.001575483,0.0001107398,0.0005628857,0.0001544985,0.0001183706,0.00001386072,0.00002852894,0.00009113768,0.00001443681],"category_scores_gemma":[0.001675616,0.0001050182,0.00003938509,0.0001797227,0.00004926233,0.0001550632,0.00002361422,0.0001286294,8.644458e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004577432,"about_ca_system_score_gemma":0.0001816628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719819,"about_ca_topic_score_gemma":0.0006829939,"domain_scores_codex":[0.9979181,0.000258905,0.001075385,0.0002491717,0.0003487225,0.000149773],"domain_scores_gemma":[0.9985695,0.0002082825,0.000295816,0.0001665906,0.0002791732,0.0004805797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007018711,0.0005732358,0.982276,0.001374357,0.0000201871,1.106404e-7,0.001107674,0.000003285896,0.004418628,0.007004096,0.0006733271,0.001847257],"study_design_scores_gemma":[0.002325793,0.0005507455,0.9939123,0.0000908361,0.000006462786,0.000001268548,0.001649533,0.00002101223,0.0004885065,0.0002316907,0.00062323,0.00009863779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717759,0.0001780516,0.000215103,0.02671455,0.000259938,0.000742211,0.00005692352,0.00001517307,0.00004210229],"genre_scores_gemma":[0.9914644,0.0001789014,0.004746182,0.003006494,0.000357482,0.000045777,0.0001836051,0.000006779152,0.00001036313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02370805,"threshold_uncertainty_score":0.4282519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2390744075536871,"score_gpt":0.4595098529448292,"score_spread":0.2204354453911421,"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."}}