{"id":"W3164178514","doi":"10.4085/1062-6050-0521.20","title":"Management of Chronic Musculoskeletal Pain Through a Biopsychosocial Lens","year":2021,"lang":"en","type":"article","venue":"Journal of Athletic Training","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Biopsychosocial model; Psychosocial; Trainer; Modalities; Physical therapy; Chronic pain; Medicine; Context (archaeology); Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001249276,0.0001304498,0.000447805,0.00008830951,0.00004658457,0.000009352945,0.00007833361,0.00008726771,0.0002218537],"category_scores_gemma":[0.0002217045,0.0001063773,0.0005248422,0.0003004844,0.000124489,0.000103,0.00002097058,0.000274796,0.000004263042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147649,"about_ca_system_score_gemma":0.000252468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001807385,"about_ca_topic_score_gemma":0.000001436615,"domain_scores_codex":[0.9982387,0.0001981829,0.0007040585,0.0001497071,0.0004857275,0.000223622],"domain_scores_gemma":[0.9989474,0.0001685571,0.0003607233,0.0001750542,0.0002655524,0.00008271585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002706884,0.001312644,0.001056143,0.007591877,0.001738249,0.0009814596,0.01299228,0.00009655928,0.0946072,0.009019205,0.001163373,0.8691703],"study_design_scores_gemma":[0.05563888,0.04859215,0.468131,0.05141011,0.005179223,0.002959194,0.1620036,0.00174098,0.008623726,0.01652395,0.1767173,0.002479855],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740729,0.002583859,0.008845201,0.004385063,0.0005893957,0.0001996365,0.000001927122,0.00001572851,0.009306267],"genre_scores_gemma":[0.9795448,0.0004047292,0.01912714,0.0001278379,0.0005437571,0.000002608358,0.000004173209,0.00002002034,0.0002249166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8666905,"threshold_uncertainty_score":0.4337942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627734914778765,"score_gpt":0.3144248024366716,"score_spread":0.288147453288884,"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."}}