{"id":"W3164149284","doi":"10.26443/mjm.v19i1.827","title":"Approach to: Lower back pain","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Back pain; Medicine; Quality of life (healthcare); Health care; Physical therapy; Primary care; Alternative medicine; Nursing; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004124015,0.0009057407,0.0006935327,0.001306311,0.000725548,0.001475018,0.001168515,0.002590025,0.1317987],"category_scores_gemma":[0.00293115,0.000196369,0.000633458,0.0004646208,0.0003957941,0.001491086,0.001695608,0.002285139,0.06169726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009054811,"about_ca_system_score_gemma":0.002705174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855289,"about_ca_topic_score_gemma":0.004903681,"domain_scores_codex":[0.9995147,0.00009013961,0.00005044357,0.00007245104,0.0001759792,0.00009628274],"domain_scores_gemma":[0.9992611,0.00009483087,0.00008722609,0.00002476923,0.0003295158,0.0002026442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001689816,0.0003645358,0.006960522,0.002369174,0.00004443982,0.004113213,0.0002747421,0.0001136592,0.0007682291,0.002150089,0.5007175,0.4819549],"study_design_scores_gemma":[0.0002185849,0.0004704561,0.01333843,0.01036979,0.0001188347,0.03131314,0.000915145,0.0002114448,0.0005851086,0.007421474,0.9349845,0.00005303474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01735223,0.1595475,0.01931521,0.1454904,0.02345986,0.003597393,0.003795105,0.002151471,0.625291],"genre_scores_gemma":[0.1045458,0.2180811,0.02170374,0.1723744,0.04277203,0.001510241,0.003332189,0.0004656385,0.4352149],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1317987,"threshold_uncertainty_score":0.4409107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561422767411893,"score_gpt":0.2944593600880124,"score_spread":0.2688451324138935,"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."}}