{"id":"W2794218911","doi":"10.1007/s11136-018-1803-x","title":"PROMIS depression measures perform similarly to legacy measures relative to a structured diagnostic interview for depression in cancer patients","year":2018,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Cancer Australia; Calvary Mater Newcastle","keywords":"Depression (economics); Computerized adaptive testing; Beck Depression Inventory; Convergent validity; Anxiety; Patient-Reported Outcomes Measurement Information System; Psychology; Clinical psychology; Gold standard (test); Receiver operating characteristic; Psychometrics; Distress; Physical therapy; Medicine; Psychiatry; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003746516,0.000212814,0.0006402693,0.0004676365,0.0001811562,0.00005038212,0.0003397721,0.0001855744,0.0001675482],"category_scores_gemma":[0.0170216,0.0001677412,0.0001429477,0.0007924778,0.0001538325,0.0002441075,0.0002607983,0.0004619265,0.00001431742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004196178,"about_ca_system_score_gemma":0.0005472528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00962026,"about_ca_topic_score_gemma":0.02980441,"domain_scores_codex":[0.9953447,0.0008890266,0.0007254358,0.0006152012,0.001820199,0.00060543],"domain_scores_gemma":[0.9951184,0.001092141,0.0001273087,0.0005559096,0.002543609,0.000562601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005566346,0.0003863272,0.7582603,0.001265604,0.00007569223,0.000001523163,0.02302962,0.000007180086,0.004786949,0.00003311197,0.003380287,0.203207],"study_design_scores_gemma":[0.002937553,0.001915025,0.9611398,0.003152648,0.00003428604,3.657765e-7,0.002120106,0.00004122999,0.01965692,0.0003373023,0.008402921,0.0002618462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913613,0.001701825,0.000737955,0.002148399,0.0002689108,0.003230002,0.0001104506,0.00002572158,0.0004153946],"genre_scores_gemma":[0.9976358,0.00009298446,0.0003017107,0.0005275671,0.0003228069,0.000907276,0.00002322448,0.00003905152,0.0001495985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2029452,"threshold_uncertainty_score":0.9969748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2837820335490477,"score_gpt":0.4828152822461206,"score_spread":0.1990332486970729,"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."}}