{"id":"W1906312081","doi":"10.1002/j.1532-2149.2012.00275.x","title":"Validity evidence for the back beliefs questionnaire in the general population","year":2013,"lang":"en","type":"article","venue":"European Journal of Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pessimism; Population; Construct validity; Medicine; Psychology; Psychometrics; Clinical psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01014415,0.00006404642,0.000102031,0.00004682547,0.0000681686,0.00003007007,0.0001318548,0.00001375552,0.00004469422],"category_scores_gemma":[0.003230705,0.00002925539,0.0001313894,0.00009967317,0.00003895638,0.0001366857,0.000008289897,0.0001753632,0.00003078031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003557839,"about_ca_system_score_gemma":0.00002018646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003783325,"about_ca_topic_score_gemma":0.000008121491,"domain_scores_codex":[0.996985,0.002279279,0.0003641289,0.00006661082,0.0002100837,0.00009485306],"domain_scores_gemma":[0.9987061,0.0007831465,0.0001726363,0.000149125,0.0001485043,0.00004051283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004224614,0.0005481228,0.5277026,0.001515371,0.0001040581,0.00004220949,0.01257527,0.001843156,0.01883115,0.00102895,0.07675081,0.3586359],"study_design_scores_gemma":[0.0004262171,0.000578401,0.9943609,0.0006877091,0.00001699875,0.000019105,0.00020645,0.00196298,0.000005725865,0.0002961404,0.001401484,0.00003794616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563656,0.000768176,0.01960799,0.0222151,0.0002265021,0.0006344899,2.653916e-7,0.000005225508,0.0001766352],"genre_scores_gemma":[0.9959031,0.00004110215,0.001716188,0.001344705,0.0008049677,0.000004067111,0.000001416025,0.00000987267,0.0001745331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4666583,"threshold_uncertainty_score":0.386769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06056591277678056,"score_gpt":0.3321537221664366,"score_spread":0.271587809389656,"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."}}