{"id":"W2900664823","doi":"10.15621/ijphy/2015/v2i5/78232","title":"A COMPARATIVE STUDY ON THE EFFECT OF SELF SNAGs VERSUS DYNAMIC ISOMETRIC EXERCISES IN DESK JOB PEOPLE WITH CHRONIC NECK PAIN","year":2015,"lang":"en","type":"article","venue":"International Journal of Physiotherapy","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Physiotherapy Association","funders":"","keywords":"Medicine; Isometric exercise; Physical therapy; Neck pain; Desk; Range of motion; Physical medicine and rehabilitation; Alternative medicine","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":[0.001073857,0.0001275187,0.0003828393,0.0004101263,0.00001613415,0.00001426484,0.0001947361,0.00002718789,0.00002662217],"category_scores_gemma":[0.0001958132,0.0000654242,0.0001223534,0.0004442452,0.00004616163,0.0001052914,0.000009895189,0.0001978839,0.000003914744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004159608,"about_ca_system_score_gemma":0.0001491318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007137289,"about_ca_topic_score_gemma":0.0001215429,"domain_scores_codex":[0.9983138,0.0004013866,0.0003246077,0.000105528,0.0007607694,0.00009392408],"domain_scores_gemma":[0.9981726,0.001076728,0.0002820908,0.0001236501,0.0002876853,0.00005727442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09167426,0.009495425,0.7480907,0.0004957078,0.005714075,0.0000926455,0.06061604,0.01064818,0.04584691,0.0002053427,0.001390374,0.02573031],"study_design_scores_gemma":[0.02173377,0.05079467,0.9192592,0.0006459493,0.00005553319,0.000008139205,0.003178045,0.002845505,0.001207139,0.00008292442,0.00007392173,0.0001151947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980041,0.0002789579,0.0001400237,0.0006226053,0.0002449201,0.0005688168,0.000001229258,0.000006197954,0.0001331986],"genre_scores_gemma":[0.9995861,0.00004820512,0.0001405591,0.00004718652,0.0001298702,0.00001587423,0.000001736646,0.00001210905,0.00001833872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1711685,"threshold_uncertainty_score":0.2667921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141245253896466,"score_gpt":0.3526422000823676,"score_spread":0.338517674692721,"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."}}