{"id":"W3124192682","doi":"10.46747/cfp.670131","title":"PEER simplified decision aid: chronic back pain treatment options in primary care","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; College of Family Physicians of Canada; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Alberta Hospital; Université de Montréal; University of Alberta","funders":"","keywords":"Medicine; Randomized controlled trial; Chronic pain; Primary care; Alternative medicine; Physical therapy; MEDLINE; Back pain; Low back pain; Family medicine; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001606723,0.0001777345,0.0002914155,0.0001613363,0.00008724004,0.00002421388,0.00005692495,0.0001128379,0.00002120631],"category_scores_gemma":[0.00005276444,0.0001650786,0.0001718121,0.0003528217,0.00005154029,0.0000654024,0.00001082714,0.0001386459,0.0001719948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003798986,"about_ca_system_score_gemma":0.001985804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009668779,"about_ca_topic_score_gemma":0.0730564,"domain_scores_codex":[0.9986724,0.00012762,0.0002311631,0.0003579308,0.000231846,0.0003790848],"domain_scores_gemma":[0.9988058,0.0001235812,0.00002921532,0.0004311848,0.0002120662,0.000398122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005391662,0.0003052911,0.001574302,0.0008794548,0.00009137007,0.0001848893,0.001063522,0.0004643786,0.02626291,0.0007899739,0.02304614,0.9452838],"study_design_scores_gemma":[0.003768204,0.0007099327,0.4003904,0.0007742316,0.00005138541,0.000001184024,0.004640847,0.0004054492,0.000271503,0.0003014649,0.5882974,0.0003879957],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6957788,0.00900213,0.0001782009,0.00372825,0.0004520017,0.001355027,0.0001590348,0.00005466421,0.2892919],"genre_scores_gemma":[0.9532713,0.00024479,0.00176039,0.03644541,0.0005895785,0.0001083634,0.002374028,0.0000690685,0.005137039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9448959,"threshold_uncertainty_score":0.996926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426342053128451,"score_gpt":0.2587384723553315,"score_spread":0.244475051824047,"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."}}