{"id":"W2914600963","doi":"10.1186/s12891-019-2427-1","title":"Imaging use for low back pain by Ontario primary care clinicians: protocol for a mixed methods study – the Back ON study","year":2019,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Dalhousie University; University of Toronto; Women's College Hospital; Queen's University","funders":"Canadian Institutes of Health Research; Ontario Chiropractic Association; Macquarie University; Ontario Physiotherapy Association","keywords":"Medicine; Sports medicine; Protocol (science); Pain medicine; Primary care; Orthopedic surgery; Physical therapy; Epidemiology; Rheumatology; Low back pain; Alternative medicine; Family medicine; Anesthesiology; Internal medicine; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.05899492,0.003950348,0.004552344,0.004077853,0.007824716,0.004250853,0.004469623,0.004586624,0.06271522],"category_scores_gemma":[0.04216658,0.004736084,0.005220846,0.005630767,0.002850726,0.002916752,0.002729275,0.004786589,0.0102372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01984627,"about_ca_system_score_gemma":0.05544959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06689819,"about_ca_topic_score_gemma":0.1302039,"domain_scores_codex":[0.9719496,0.01551275,0.004992662,0.001910943,0.003254999,0.002379066],"domain_scores_gemma":[0.966917,0.007150246,0.00522795,0.004251416,0.01414819,0.002305227],"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":[0.1875954,0.06564462,0.04403828,0.1000517,0.003243763,0.003859659,0.04115464,0.01031615,0.007598243,0.02433336,0.3043944,0.2077698],"study_design_scores_gemma":[0.2685364,0.0329729,0.1551247,0.02768809,0.001579838,0.0005764786,0.0190537,0.008936487,0.003934031,0.01404734,0.4664448,0.001105315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001217833,0.00005676761,0.0006581459,0.0001084599,0.00007022946,0.9955723,0.001695533,0.00002315138,0.0005975221],"genre_scores_gemma":[0.0006519497,0.00003514011,0.001022113,0.00005437605,0.000009029916,0.9978909,0.0002046422,0.000001731779,0.0001301578],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9331018,"threshold_uncertainty_score":0.3119987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716182150980205,"score_gpt":0.3750453096679074,"score_spread":0.3478834881581053,"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."}}