{"id":"W2122091183","doi":"10.1016/j.jclinepi.2009.09.015","title":"A prospective global measure, the Punum Ladder, provides more valid assessments of quality of life than a retrospective transition measure","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Measure (data warehouse); Quality of life (healthcare); Medicine; Quality (philosophy); Physics; Computer science; Data mining; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003212185,0.0004795015,0.0009776531,0.002141752,0.0005781397,0.001132102,0.0005433254,0.0007065533,0.003117344],"category_scores_gemma":[0.008973293,0.0001989362,0.001356383,0.001760117,0.0004204638,0.001804343,0.001638731,0.001172647,0.0007373875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005425823,"about_ca_system_score_gemma":0.000717934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001554631,"about_ca_topic_score_gemma":0.004106496,"domain_scores_codex":[0.9982943,0.0005199052,0.0003047505,0.0001453177,0.0005972715,0.0001384342],"domain_scores_gemma":[0.993141,0.001490174,0.002632982,0.0004122211,0.001542435,0.0007811546],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003890053,0.0004060139,0.9313692,0.0001607845,0.0003903379,0.00003625218,0.0003828458,0.0006346629,0.0007127277,0.0005125668,0.001707243,0.06329831],"study_design_scores_gemma":[0.00003783464,0.0008067127,0.9947932,0.00005972308,0.00009407523,0.000133624,0.0003019191,0.0007683343,0.0003813748,0.0004886755,0.002097974,0.00003660295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512991,0.001567363,0.01947586,0.0007121833,0.0001788032,0.0007014502,0.006818035,0.0002925243,0.01895466],"genre_scores_gemma":[0.9764833,0.0005937648,0.01201881,0.00029978,0.00004889738,0.0005549348,0.007613981,0.00004907846,0.002337482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9967878,"threshold_uncertainty_score":0.01698786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3164953344064468,"score_gpt":0.5573639321564281,"score_spread":0.2408685977499813,"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."}}