{"id":"W2001773300","doi":"10.1016/j.pain.2012.06.010","title":"Comparing the responsiveness of a brief, multidimensional risk screening tool for back pain to its unidimensional reference standards: The whole is greater than the sum of its parts","year":2012,"lang":"en","type":"article","venue":"Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Medicine; Psychology; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02248384,0.0001680681,0.0003147766,0.00005714696,0.000253691,0.000009337068,0.0001537244,0.00007179924,0.00008327735],"category_scores_gemma":[0.006124214,0.00007700625,0.0001706888,0.0002104247,0.0001640563,0.00007016342,0.00009584169,0.0001939614,0.000008879252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000398815,"about_ca_system_score_gemma":0.0001015421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006091807,"about_ca_topic_score_gemma":0.00002431988,"domain_scores_codex":[0.9955746,0.002843314,0.0004265094,0.0002124516,0.0006239169,0.0003192342],"domain_scores_gemma":[0.9919138,0.006746911,0.0002027743,0.0004365744,0.0006089996,0.00009092925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01180645,0.0007961771,0.6685576,0.003705522,0.0009623176,0.000001910318,0.03484991,0.00233545,0.1997994,0.006366467,0.03982424,0.03099455],"study_design_scores_gemma":[0.001867595,0.0007923032,0.8878941,0.001692466,0.0001456173,0.000003643137,0.003362645,0.0245825,0.01853849,0.00009414474,0.06076083,0.0002656937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750475,0.0006355711,0.01578281,0.006371488,0.00008732964,0.001791956,0.000172694,0.0000134146,0.00009727133],"genre_scores_gemma":[0.9963818,0.00001043272,0.001673165,0.001268715,0.0001011875,0.00008881852,0.00002590229,0.00001997229,0.0004300694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2193365,"threshold_uncertainty_score":0.7792495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0507311128597944,"score_gpt":0.3127309008380127,"score_spread":0.2619997879782183,"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."}}