{"id":"W2757037187","doi":"10.1186/s13643-017-0583-7","title":"The effect of psychological interventions on the prevention of chronic pain in adults: a systematic review protocol","year":2017,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Jewish General Hospital; Centre Hospitalier de l’Université de Montréal; McGill University; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Psychological intervention; Chronic pain; PsycINFO; CINAHL; Physical therapy; MEDLINE; Mood; Randomized controlled trial; Systematic review; Clinical psychology; Psychiatry","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":[0.06218534,0.0006045288,0.01130809,0.0001652451,0.0001095627,0.00002469278,0.0008407157,0.0002604013,0.0000495811],"category_scores_gemma":[0.05363145,0.0001844381,0.005491147,0.0004350874,0.0002043484,0.00003930077,0.00006368252,0.0005367476,0.0001265427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002517764,"about_ca_system_score_gemma":0.00009477134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000336286,"about_ca_topic_score_gemma":0.00001092152,"domain_scores_codex":[0.9534533,0.03687326,0.008324912,0.0004452144,0.0006506569,0.0002526367],"domain_scores_gemma":[0.979891,0.007171165,0.009584155,0.00316265,0.0001309157,0.00006012074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001244404,0.0001636614,5.862161e-7,0.936578,0.0001977238,7.893016e-7,0.0000173543,1.451816e-8,9.481796e-8,0.0001298433,0.0003609072,0.06253863],"study_design_scores_gemma":[0.0004160706,0.003846522,0.000002092242,0.9666635,0.002889599,0.00001768947,0.00001141901,0.000009165694,8.825662e-8,0.00001757545,0.02599205,0.0001342279],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.969251e-7,0.5580908,0.00002580576,0.00004361396,0.0000642898,0.4415267,0.000002132506,0.000007024994,0.0002392713],"genre_scores_gemma":[0.000006972916,0.5492425,0.00001098037,0.000008783453,0.00002973796,0.4503898,0.00001016023,0.0000200765,0.0002810276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0624044,"threshold_uncertainty_score":0.9656776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078459696251734,"score_gpt":0.493132755624365,"score_spread":0.3852867859991916,"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."}}