{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004219311,0.0002592344,0.0007350097,0.00008186441,0.0002558455,0.00001904441,0.0001028095,0.0000427966,0.000173753],"category_scores_gemma":[0.001092118,0.0002106834,0.0001570562,0.0004500375,0.0002908853,0.00005705834,0.0003404368,0.000258248,0.00004635075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446544,"about_ca_system_score_gemma":0.00003976155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007463993,"about_ca_topic_score_gemma":0.0004093732,"domain_scores_codex":[0.9965877,0.001672441,0.0005987,0.0005176607,0.0003518264,0.0002716874],"domain_scores_gemma":[0.9969532,0.001279165,0.00009464991,0.001008216,0.0004924649,0.0001723343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006489391,0.01014671,0.9512666,0.0270493,0.0005868659,0.000007814754,0.006551484,0.00001445116,0.0009900089,0.00002868373,0.0006804217,0.002028712],"study_design_scores_gemma":[0.002383131,0.004049003,0.9493103,0.001585239,0.0001043101,7.509819e-7,0.04189633,0.00006685582,0.0001531162,0.0001636327,0.00008983077,0.0001974734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916412,0.0009306078,0.0002525178,0.001537167,0.0001123841,0.003120337,0.000008062393,0.00003537445,0.002362387],"genre_scores_gemma":[0.9955356,0.00007911644,0.002589561,0.0007252578,0.00003157042,0.00006699083,0.00001185641,0.0000178832,0.0009421592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03534484,"threshold_uncertainty_score":0.8591418,"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."}}