{"id":"W2106227795","doi":"10.2522/ptj.20090371","title":"Clinical Interpretation of Outcome Measures Generated From a Lumbar Computerized Adaptive Test","year":2010,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Percentile; Computerized adaptive testing; Physical therapy; Confidence interval; Percentile rank; Medicine; Receiver operating characteristic; Lumbar; Standard error; Minimal clinically important difference; Prospective cohort study; Rehabilitation; Physical medicine and rehabilitation; Statistics; Psychometrics; Randomized controlled trial; Surgery; Internal medicine; Mathematics; Clinical psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002583782,0.0001216876,0.0004570068,0.0000332435,0.00002301917,0.000007234597,0.00007472069,0.00008556774,0.00004480543],"category_scores_gemma":[0.0003071686,0.00008361549,0.0002879939,0.0001133019,0.0001892705,0.00004938482,0.0000127317,0.000299838,0.00002455349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008828415,"about_ca_system_score_gemma":0.00002725531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004805648,"about_ca_topic_score_gemma":0.000005981708,"domain_scores_codex":[0.9989144,0.0001483764,0.000387137,0.0002250469,0.0002234034,0.0001016294],"domain_scores_gemma":[0.9987794,0.0005715895,0.000121685,0.0002505873,0.000182982,0.00009371933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004718325,0.001147163,0.03817466,0.00001853952,0.0001194271,6.052205e-7,0.0005952445,0.000003997863,0.8274492,0.0002390857,0.00005047206,0.1317298],"study_design_scores_gemma":[0.003314298,0.001445121,0.9356128,0.00004952289,0.0000305858,2.534718e-7,0.00003092913,0.04869882,0.00855951,0.001931329,0.0002001305,0.0001266847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939973,0.00003040299,0.004668674,0.000323838,0.0003011772,0.0003768546,0.00001154888,0.0000523398,0.0002379124],"genre_scores_gemma":[0.9941974,0.00002154795,0.004732723,0.0003484569,0.000605626,0.0000152297,0.00003502149,0.00001652574,0.00002749575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8974382,"threshold_uncertainty_score":0.3409741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04817828925072831,"score_gpt":0.3690701243524261,"score_spread":0.3208918351016978,"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."}}