{"id":"W4281296577","doi":"10.1186/s12891-022-05391-w","title":"The effectiveness of weight loss programs for low back pain: a systematic review","year":2022,"lang":"en","type":"review","venue":"BMC Musculoskeletal Disorders","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Randomized controlled trial; Blinding; Physical therapy; CINAHL; Low back pain; Weight loss; MEDLINE; Sports medicine; Systematic review; Quality of life (healthcare); Overweight; Intervention (counseling); Back pain; Psychological intervention; Alternative medicine; Obesity; Surgery; Nursing; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01233705,0.0009223582,0.004971152,0.0002081789,0.000313575,0.00003224608,0.0006646819,0.0003388602,0.0001476991],"category_scores_gemma":[0.007738529,0.0005219261,0.006986652,0.001094304,0.0004833172,0.00007839633,0.0001554188,0.0005754438,0.00005226412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002987825,"about_ca_system_score_gemma":0.0006402839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001458583,"about_ca_topic_score_gemma":0.00002572403,"domain_scores_codex":[0.9874443,0.007878707,0.00217524,0.0008938749,0.0009257661,0.0006821118],"domain_scores_gemma":[0.9821946,0.0145821,0.001211144,0.001606983,0.0002003585,0.0002047936],"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":[0.00006493624,0.0003800025,0.00002186134,0.8240019,0.0006642604,5.298704e-7,0.00001107641,3.09295e-7,2.0274e-7,0.0004078592,0.0002515838,0.1741955],"study_design_scores_gemma":[0.0007708792,0.0009492088,0.00002996032,0.658636,0.003173234,0.000007413868,0.00005357346,0.00002051364,4.648265e-8,0.0001826879,0.3357072,0.0004693414],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004341433,0.9557272,0.0009862301,0.00006649031,0.0004289008,0.04194214,0.00003494821,0.00008273176,0.0007270203],"genre_scores_gemma":[0.00002721243,0.9761894,0.0002339079,0.00004851415,0.00009076106,0.02151278,0.001225737,0.0001966525,0.000474999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3354556,"threshold_uncertainty_score":0.9997233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009773593528393,"score_gpt":0.3193490542867356,"score_spread":0.2992513183514517,"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."}}