{"id":"W2083767375","doi":"10.1016/j.spinee.2009.04.019","title":"A Cochrane review of patient education for neck pain","year":2009,"lang":"en","type":"review","venue":"The Spine Journal","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Physical therapy; Neck pain; Randomized controlled trial; Coping (psychology); Pain catastrophizing; Whiplash; Systematic review; Quality of life (healthcare); MEDLINE; Chronic pain; Clinical psychology; Internal medicine; Alternative medicine; Emergency medicine; Poison control","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":[0.002683312,0.0002062851,0.001361028,0.0001185899,0.00006784179,0.000008116686,0.0001266928,0.0001018052,0.0001224509],"category_scores_gemma":[0.00200412,0.00009953433,0.001126903,0.0002219454,0.00004093613,0.00002532608,0.00001000213,0.0003959076,0.0000066667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113438,"about_ca_system_score_gemma":0.0008803103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001382579,"about_ca_topic_score_gemma":1.702619e-7,"domain_scores_codex":[0.9979637,0.0004230259,0.001033598,0.0001217428,0.0003127874,0.000145189],"domain_scores_gemma":[0.9981983,0.00006033922,0.0009407545,0.0003236001,0.0003758467,0.0001011681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001644867,0.0001259911,3.116885e-8,0.2925133,0.00005043938,2.072208e-7,0.00001772797,4.302905e-8,0.000001549168,0.00005750525,0.01691861,0.690313],"study_design_scores_gemma":[0.00009747224,0.000796565,0.00002320828,0.3929155,0.0007229201,0.0001063776,0.00001215875,0.000001643828,1.490033e-7,0.0001306601,0.60513,0.00006332153],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004448893,0.9939052,0.0002129859,0.002409054,0.0003213664,0.002430061,0.000003221731,0.000007199325,0.0007064003],"genre_scores_gemma":[0.000001146899,0.9946549,0.0023393,0.001456863,0.0008256693,0.00007332477,0.00008046363,0.00002364977,0.0005446668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6902497,"threshold_uncertainty_score":0.4058892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062730643672359,"score_gpt":0.3828373210936217,"score_spread":0.3622100146568981,"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."}}