{"id":"W4206417396","doi":"10.1186/s12998-022-00412-w","title":"Intervention usage for the management of low back pain in a chiropractic teaching clinic","year":2022,"lang":"en","type":"article","venue":"Chiropractic & Manual Therapies","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Memorial Chiropractic College","funders":"","keywords":"Chiropractic; Medicine; Physical therapy; Alternative medicine; Low back pain; Pain management; Intervention (counseling); Rehabilitation; Back pain; Physical medicine and rehabilitation; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001904759,0.0001514609,0.0002835769,0.002230212,0.0008146681,0.0008869142,0.0008350632,0.0005770351,0.00412177],"category_scores_gemma":[0.0221534,0.0001785505,0.0003562299,0.00231228,0.0003958049,0.0004528416,0.0005980877,0.0005066086,0.0002844927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005045869,"about_ca_system_score_gemma":0.007858985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04101487,"about_ca_topic_score_gemma":0.1007065,"domain_scores_codex":[0.9949132,0.0009240019,0.00089931,0.0004103173,0.002441141,0.0004120226],"domain_scores_gemma":[0.9718925,0.005719124,0.01790032,0.0002728038,0.002650824,0.001564443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001400053,0.0001540061,0.9597617,0.001082507,0.00004367428,0.0003709646,0.001110351,0.00006016915,0.0002707066,0.0000527122,0.002376006,0.03457724],"study_design_scores_gemma":[0.00002031387,0.0002013025,0.9934247,0.001122972,0.00007161334,0.001042687,0.001464249,0.0001538088,0.0001555759,0.00001958312,0.002311855,0.00001136581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782323,0.009974057,0.0004417519,0.002442513,0.0000640628,0.0007046331,0.002943433,0.00005970393,0.005137577],"genre_scores_gemma":[0.9932652,0.003525096,0.001624268,0.0004050548,0.00004257748,0.0002327137,0.0006262374,0.000007429126,0.0002713518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04101487,"threshold_uncertainty_score":0.08155221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03233480498468648,"score_gpt":0.3548747415676002,"score_spread":0.3225399365829137,"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."}}