{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01146074,0.001987039,0.003677293,0.001143563,0.0007383762,0.001156466,0.001307633,0.003045909,0.006488786],"category_scores_gemma":[0.01915828,0.0008960873,0.002139885,0.0008222249,0.002232321,0.001971634,0.0008008639,0.00173253,0.0007485257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287348,"about_ca_system_score_gemma":0.001635247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000235,"about_ca_topic_score_gemma":0.001554152,"domain_scores_codex":[0.9844645,0.01143352,0.001203303,0.001389238,0.00104877,0.0004606867],"domain_scores_gemma":[0.9829504,0.01253566,0.002264756,0.0007887606,0.000588023,0.0008724005],"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":[0.9482312,0.02495556,0.0006060781,0.00214425,0.001441904,0.00003882154,0.0001555889,0.0003453538,0.001781214,0.0002422575,0.0002696631,0.01978806],"study_design_scores_gemma":[0.8287494,0.1676715,0.001634403,0.00007740028,0.0005996616,0.00001709852,0.00003290782,0.0004490716,0.0003009624,0.0002000983,0.0002520921,0.00001545797],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475479,0.004736932,0.003733691,0.0006431298,0.001187021,0.03832029,0.0008528027,0.0002462024,0.002732117],"genre_scores_gemma":[0.9143056,0.002238798,0.01468523,0.001007826,0.001065468,0.06362919,0.000547989,0.00003184039,0.002488227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01146074,"threshold_uncertainty_score":0.06061095,"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."}}