{"id":"W6986717804","doi":"","title":"A quantitative investigation into the effectiveness of a 2x2, crossover, randomized control trial, for individuals suffering from non-specific chronic lower back pain, using a physical exercise-focused clinical intervention on the transverse abdominus/ multifidus (stability) and rectus abdominals/ erector spinae (dynamic) muscles.","year":2024,"lang":"en","type":"dissertation","venue":"Research Commons (University of Waikato)","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Core stability; Torso; Trunk; Low back pain; Core (optical fiber); Back pain; Visual analogue scale; Psychological intervention; Back muscles","routes":{"ca_aff":false,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01994881,0.00038218,0.001858024,0.000566938,0.0004242711,0.0000739832,0.0003741412,0.0004355115,0.0000612887],"category_scores_gemma":[0.004181078,0.0002747526,0.001498924,0.0007525308,0.002239106,0.0001627526,0.00007616173,0.001230464,0.000007414485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005081707,"about_ca_system_score_gemma":0.0004509351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002859285,"about_ca_topic_score_gemma":0.002022602,"domain_scores_codex":[0.988662,0.008548975,0.0007973072,0.000776937,0.0008562565,0.0003585426],"domain_scores_gemma":[0.9610386,0.03670705,0.0005193932,0.0006476936,0.0009290907,0.0001581781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9041705,0.001388456,0.0000939005,0.01097295,0.001646857,0.000006882821,0.02308175,0.00003525219,0.04407572,0.0006496775,0.00008529124,0.01379276],"study_design_scores_gemma":[0.763874,0.01121154,0.025199,0.03122084,0.002261548,5.748475e-7,0.040629,0.114571,0.004285425,0.005970452,0.00009273245,0.0006838385],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833204,0.001354231,0.00166849,0.0003976706,0.000338864,0.01271291,0.0001463556,0.00002187568,0.00003916473],"genre_scores_gemma":[0.9984862,0.000376874,0.0005509102,0.000003928386,0.00006972854,0.0001117491,0.0002703751,0.00005427642,0.00007592749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1402965,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07249320837913376,"score_gpt":0.3833363346157528,"score_spread":0.3108431262366191,"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."}}