{"id":"W7000562593","doi":"","title":"Exploring Characteristics of Patients with Acute Low Back Pain in Ontario Primary Care Settings","year":2022,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Low back pain; Primary care; Observational study; Back pain; Ambulatory; Health care; Cohort; Ambulatory care; Primary health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007137046,0.0001785849,0.0003089071,0.0008743643,0.0024098,0.00113753,0.0007465503,0.0005159146,0.002982511],"category_scores_gemma":[0.003186557,0.0002891656,0.0003013544,0.002095737,0.0006754607,0.000489119,0.0008764426,0.0004534169,0.0002746204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008141426,"about_ca_system_score_gemma":0.007588462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7041818,"about_ca_topic_score_gemma":0.8361077,"domain_scores_codex":[0.9987726,0.0001480378,0.0001381168,0.0001534235,0.0004317123,0.0003561365],"domain_scores_gemma":[0.9967988,0.0002841883,0.001164013,0.00006739545,0.0008341728,0.0008514199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003241199,0.00004679409,0.9964117,0.0000414592,0.000007701899,0.000119206,0.001958257,0.000009948775,0.0001114776,0.000009140616,0.0003145598,0.0009373949],"study_design_scores_gemma":[0.000004482074,0.00005085241,0.9975114,0.00001465252,0.000004052191,0.00005423028,0.002071832,0.00001865662,0.000008343158,0.000003296853,0.0002556297,0.000002587231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976048,0.0001493033,0.00002061072,0.0001998352,0.000004356016,0.00008223557,0.0007094672,0.000002635418,0.001226703],"genre_scores_gemma":[0.9989774,0.0001377625,0.00007073602,0.0001202542,0.000006346087,0.00005039842,0.0003976309,9.900382e-7,0.0002385459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7041818,"threshold_uncertainty_score":0.5951207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006185994654639396,"score_gpt":0.1787664682901074,"score_spread":0.172580473635468,"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."}}