{"id":"W1985054021","doi":"10.1037/1040-3590.15.4.443","title":"Introduction to the Special Section on Incremental Validity and Utility in Clinical Assessment.","year":2003,"lang":"en","type":"article","venue":"Psychological Assessment","topic":"Psychological Testing and Assessment","field":"Psychology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Incremental validity; Psychology; External validity; Test validity; Predictive validity; Internal validity; Section (typography); Psychometrics; Limiting; Applied psychology; Criterion validity; Clinical psychology; Construct validity; Social psychology; Computer science; Statistics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006550288,0.0003939774,0.0005139012,0.0001416229,0.0003004384,0.0001200791,0.0003596133,0.0003379607,0.00590589],"category_scores_gemma":[0.0003559952,0.0002603276,0.0001674618,0.0006365709,0.0002319122,0.00008531463,0.0001066757,0.001589168,0.0002567499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002393402,"about_ca_system_score_gemma":0.00002971328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003308271,"about_ca_topic_score_gemma":0.00003010912,"domain_scores_codex":[0.9928269,0.003247995,0.001039298,0.001627096,0.0005542199,0.0007044785],"domain_scores_gemma":[0.9977213,0.0007912345,0.0002319081,0.0008954293,0.00006004913,0.0003000898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005539099,0.01081896,0.5758348,0.000009491547,0.00008909151,0.00008540614,0.0002464262,0.0000276147,0.0002880181,0.0654439,0.2698393,0.07676303],"study_design_scores_gemma":[0.001421579,0.002322315,0.8477397,0.00001187035,0.00001749916,0.00004538726,0.0004699262,0.00002500397,0.00000828525,0.002471369,0.1451906,0.0002764428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7705317,0.00001292898,0.002354622,0.008475171,0.01047024,0.000916648,0.000012541,0.0001184413,0.2071078],"genre_scores_gemma":[0.9844946,0.00002540812,0.00336127,0.003034775,0.00809589,0.0003048473,0.00001650063,0.00002074962,0.0006459765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2719049,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1804823265705576,"score_gpt":0.4930010237567456,"score_spread":0.3125186971861881,"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."}}