{"id":"W4389134874","doi":"10.1001/jama.2023.23512","title":"One-Quarter of People Manage Chronic Pain With Only Medication","year":2023,"lang":"en","type":"article","venue":"JAMA","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Annals; Quarter (Canadian coin); Psychological intervention; Chronic pain; Alternative medicine; Physical therapy; Pain management; Family medicine; Psychiatry","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":[0.000480037,0.0003464918,0.0005610131,0.0005905582,0.0008147947,0.0009997855,0.0005126189,0.001188814,0.04675571],"category_scores_gemma":[0.003754115,0.0002395329,0.0007749305,0.001363668,0.0003917011,0.001241128,0.001082379,0.001161798,0.01835527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003879651,"about_ca_system_score_gemma":0.001260057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008497259,"about_ca_topic_score_gemma":0.01184401,"domain_scores_codex":[0.9991087,0.0001219,0.00007181842,0.00006855863,0.0004279223,0.0002010365],"domain_scores_gemma":[0.9991717,0.0001248862,0.0002101998,0.00005877026,0.0002002996,0.0002340545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002728821,0.0003152062,0.0646643,0.000916204,0.00014309,0.000381444,0.0003678991,0.00007653579,0.0009591042,0.00182968,0.5287182,0.4013554],"study_design_scores_gemma":[0.0002631095,0.0004258476,0.1138788,0.002185458,0.0001904939,0.002272804,0.001920721,0.0002346464,0.00040096,0.001906717,0.8762815,0.00003889165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1686838,0.196392,0.00302418,0.219976,0.02210734,0.0005634397,0.02395886,0.001633849,0.3636606],"genre_scores_gemma":[0.4271122,0.2272233,0.00238902,0.1805026,0.01255584,0.0005184706,0.01182556,0.000189624,0.1376833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04675571,"threshold_uncertainty_score":0.1564134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007404858731890018,"score_gpt":0.2551178246106498,"score_spread":0.2477129658787598,"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."}}