{"id":"W2036313235","doi":"10.1007/s00296-013-2742-z","title":"Is low-level laser therapy in relieving neck pain effective? Systematic review and meta-analysis","year":2013,"lang":"en","type":"review","venue":"Rheumatology International","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Ottawa","funders":"","keywords":"Medicine; Meta-analysis; Visual analogue scale; Confidence interval; Neck pain; Study heterogeneity; Physical therapy; Random effects model; Randomized controlled trial; Low level laser therapy; Internal medicine; Clinical trial; Myofascial pain syndrome; Laser therapy; Alternative medicine; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001541593,0.0004799244,0.007451718,0.0006049734,0.00004159273,0.00002496415,0.0003699069,0.0003469763,0.00256098],"category_scores_gemma":[0.0009783864,0.0003031554,0.001392812,0.0006377608,0.0001092393,0.00007536485,0.00009314722,0.0005280614,0.0002311976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404028,"about_ca_system_score_gemma":0.0001008491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005205662,"about_ca_topic_score_gemma":0.000007230927,"domain_scores_codex":[0.9965589,0.0006474604,0.001571225,0.0006393848,0.0003534116,0.0002296047],"domain_scores_gemma":[0.9971019,0.001037205,0.000788833,0.000733309,0.0002206141,0.0001181445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000005317649,0.0001802087,0.000182764,0.7979193,0.1818105,0.00004490328,0.00004547194,1.624138e-7,7.809778e-8,0.0002248877,0.005854642,0.01373172],"study_design_scores_gemma":[0.0008145667,0.00007726788,0.0000677857,0.1453936,0.7246065,0.001760836,0.00001440885,0.00007312353,0.00000152821,0.00009347803,0.1266463,0.0004506093],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003577799,0.9929347,0.0002871793,0.001700164,0.0001010073,0.004607785,0.00009450771,0.00003308925,0.0002057849],"genre_scores_gemma":[0.0001231876,0.9893729,0.0003504578,0.002090143,0.0000182431,0.004964523,0.0004595255,0.00003647279,0.002584513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6525257,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07440308548809509,"score_gpt":0.3868934152029942,"score_spread":0.3124903297148991,"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."}}