{"id":"W2094520402","doi":"10.1097/ajp.0b013e31802f67f3","title":"Predicting Readiness to Self-manage Pain","year":2007,"lang":"en","type":"article","venue":"Clinical Journal of Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Pain catastrophizing; Context (archaeology); Chronic pain; Medicine; Multidisciplinary approach; Clinical psychology; Locus of control; Anxiety; Physical therapy; Self-efficacy; Perception; Psychology; Psychiatry; Psychotherapist","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":["metaresearch"],"category_scores_codex":[0.054081,0.0001090504,0.0004378801,0.0001928111,0.00004374543,0.00001164255,0.0001231312,0.000151687,0.00005076891],"category_scores_gemma":[0.02246571,0.00007748005,0.000380035,0.0002904852,0.00006094509,0.00006504628,0.00002535954,0.0005080827,0.00002731819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000725451,"about_ca_system_score_gemma":0.00007574254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000345398,"about_ca_topic_score_gemma":0.000007748718,"domain_scores_codex":[0.9967498,0.000997954,0.001454026,0.0001604689,0.0003937674,0.000244003],"domain_scores_gemma":[0.9926091,0.005958766,0.00036486,0.0002058451,0.000324553,0.0005368583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007286184,0.0009834958,0.7488841,0.0006056832,0.0002226716,0.0002472864,0.0007246756,0.00001713188,0.002236402,0.0001659978,0.01233918,0.2328447],"study_design_scores_gemma":[0.002236932,0.005572241,0.9401385,0.001192,0.0001211783,0.00003893277,0.001211878,0.001097197,0.00005899783,0.0004753335,0.04768324,0.0001735468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148947,0.0001052803,0.07664765,0.005750953,0.0005925352,0.0002823529,4.331006e-7,0.00004226709,0.001683826],"genre_scores_gemma":[0.9747304,0.00002083369,0.01719561,0.005873786,0.001878842,9.890051e-7,0.000001479419,0.00001879954,0.0002792521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2326712,"threshold_uncertainty_score":0.9857685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430757880108445,"score_gpt":0.3802494316638392,"score_spread":0.3559418528627547,"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."}}