{"id":"W7162009744","doi":"10.82308/29740","title":"Development of a patient-reported outcome measure of recovery after abdominal surgery: A conceptual framework","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptual framework; Prom; Context (archaeology); Patient-reported outcome; Delphi method; Conceptual model; International Classification of Functioning, Disability and Health; Qualitative research; Process (computing); The Conceptual Framework","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000568375,0.0005460468,0.002296053,0.0006084267,0.00002376913,0.000008994882,0.0001117115,0.0009375972,0.001408142],"category_scores_gemma":[0.001155417,0.0004697269,0.0008081534,0.0004050317,0.00008023125,0.0001235418,0.00003730318,0.0006320224,0.00005372205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712673,"about_ca_system_score_gemma":0.00197342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002671785,"about_ca_topic_score_gemma":0.00006689577,"domain_scores_codex":[0.9949682,0.00008323561,0.002750235,0.0006147519,0.001175636,0.0004079572],"domain_scores_gemma":[0.9956976,0.0007500511,0.001842492,0.0007662619,0.0007830646,0.000160571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.06019992,0.002524784,0.6095693,0.01493217,0.008623195,0.0006686046,0.02663643,0.000009327377,0.02682178,0.00009272086,0.00333899,0.2465828],"study_design_scores_gemma":[0.002781674,0.001092372,0.4334976,0.03323249,0.002710735,0.0001428812,0.01799167,0.00001029637,0.4978759,0.0001511855,0.007502745,0.003010365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909832,0.0007851898,0.0006972558,0.00001352493,0.002969637,0.0008676976,0.00002884907,0.00005117784,0.003603401],"genre_scores_gemma":[0.9728779,0.00003872622,0.01788885,0.0001706871,0.0000711618,0.0001580328,0.0007638755,0.0001074569,0.007923353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4710542,"threshold_uncertainty_score":0.9997755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822877917562988,"score_gpt":0.282227602987362,"score_spread":0.2539988238117322,"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."}}