{"id":"W2137705135","doi":"10.1186/1477-7525-8-19","title":"Development and validation of the Treatment Related Impact Measure of Weight (TRIM-Weight)","year":2010,"lang":"en","type":"article","venue":"Health and Quality of Life Outcomes","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novo Nordisk","keywords":"Trim; Measure (data warehouse); Quality of life (healthcare); Quality of Life Research; Medicine; Gerontology; Reliability engineering; Psychology; Computer science; Data mining; Public health; Engineering; Nursing","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":[0.01578335,0.0003952796,0.0005165329,0.001777765,0.0004810496,0.0007234425,0.0008878464,0.0005434779,0.002206388],"category_scores_gemma":[0.02461522,0.000439823,0.001029483,0.001240397,0.0004740214,0.0007695528,0.001545139,0.001278826,0.0006337666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007735213,"about_ca_system_score_gemma":0.00285178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642002,"about_ca_topic_score_gemma":0.006078988,"domain_scores_codex":[0.9937004,0.002637693,0.0008717613,0.0003379323,0.002220936,0.0002312635],"domain_scores_gemma":[0.9842659,0.006351156,0.002698635,0.0009435403,0.005111688,0.0006290431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008115361,0.002172848,0.7701867,0.0003852152,0.0002485213,0.00009790669,0.00198101,0.001271686,0.002308923,0.001673252,0.005563974,0.2132985],"study_design_scores_gemma":[0.0002137154,0.001967734,0.9846275,0.0001447809,0.00008298917,0.0001631196,0.0007535162,0.002730933,0.0008718384,0.0005710198,0.00784383,0.00002898012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9244179,0.0005712102,0.03174416,0.000735872,0.0002109747,0.02278914,0.005704123,0.0002232706,0.01360327],"genre_scores_gemma":[0.8683437,0.000505303,0.08794069,0.0004733723,0.00009444477,0.03238451,0.006772276,0.00009091053,0.003394855],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01578335,"threshold_uncertainty_score":0.0834713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07411254634843066,"score_gpt":0.3643836386098284,"score_spread":0.2902710922613977,"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."}}