{"id":"W2106385926","doi":"10.1186/1471-2474-8-106","title":"A comparison of manual therapy and active rehabilitation in the treatment of non specific low back pain with particular reference to a patient's Linton &amp; Hallden psychological screening score: a pilot study","year":2007,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Psychosocial; Rehabilitation; Low back pain; Sports medicine; Manual therapy; Intervention (counseling); Alternative medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273102,0.00028169,0.000556227,0.0002429345,0.0000582055,0.0000119353,0.0001015675,0.00007532825,0.00003038982],"category_scores_gemma":[0.0002145076,0.0001650901,0.0001439605,0.0005961651,0.0002924255,0.00007851337,0.00001630861,0.0001593617,0.000004209793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006281478,"about_ca_system_score_gemma":0.00001935813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003348945,"about_ca_topic_score_gemma":0.003570294,"domain_scores_codex":[0.9972281,0.0007265217,0.0006848567,0.0005163556,0.0005403513,0.0003038536],"domain_scores_gemma":[0.9979237,0.001159415,0.0002102992,0.0004723981,0.0001202446,0.0001139132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01017577,0.02201561,0.7318475,0.0006759508,0.0001001507,0.000001948496,0.03049988,0.0002162198,0.005722235,0.00005178534,0.00002473186,0.1986682],"study_design_scores_gemma":[0.004109466,0.09256936,0.8789814,0.0002780599,0.00002613566,7.437453e-7,0.02354713,0.00009599513,0.00006037485,0.00003949361,0.0001278051,0.0001640108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895967,0.0001914069,0.004873114,0.0002405732,0.00002071421,0.004785719,0.000003363751,0.00001532251,0.000273091],"genre_scores_gemma":[0.9920376,0.00005802187,0.007576235,0.00004032193,0.0000182072,0.000205418,0.00003521349,0.00002083512,0.000008174497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1985042,"threshold_uncertainty_score":0.6732177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565292033917629,"score_gpt":0.3664597482977469,"score_spread":0.3099305449059839,"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."}}