{"id":"W3175979658","doi":"10.1186/s40814-021-00863-7","title":"Back to living well: community-based management of low back pain: a feasibility study","year":2021,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Joseph Brant Hospital; McMaster University","funders":"McMaster University","keywords":"Medicine; Physical therapy; Low back pain; Intervention (counseling); Attrition; Back pain; Family medicine; Alternative medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009593328,0.001025012,0.0008230496,0.001690912,0.002354476,0.001020035,0.001176461,0.002009491,0.00307987],"category_scores_gemma":[0.007628216,0.001068069,0.001131753,0.0009187778,0.001133665,0.002084777,0.002538397,0.001637109,0.0008385825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356833,"about_ca_system_score_gemma":0.00684452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00653444,"about_ca_topic_score_gemma":0.01168336,"domain_scores_codex":[0.9946701,0.002798707,0.0003269195,0.0003282979,0.0007858876,0.001090087],"domain_scores_gemma":[0.9953804,0.001288408,0.0005169328,0.0003233217,0.0009028537,0.001588104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03232321,0.4910687,0.2897777,0.00305313,0.0004200315,0.002722558,0.01713784,0.0006758533,0.005818957,0.0006709767,0.002708573,0.1536224],"study_design_scores_gemma":[0.04413744,0.3770328,0.5519236,0.0006332612,0.000437639,0.0009912392,0.01579775,0.001084212,0.000927501,0.0004777652,0.006366559,0.0001902342],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666766,0.000123246,0.0004796171,0.0002505957,0.00004495711,0.03086567,0.000333936,0.00001304162,0.001212324],"genre_scores_gemma":[0.9064017,0.000690625,0.008236608,0.001115596,0.0002031817,0.08102264,0.001007501,0.00001264211,0.001309546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009593328,"threshold_uncertainty_score":0.05073494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620807797130017,"score_gpt":0.3891846177123866,"score_spread":0.2271038379993849,"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."}}