{"id":"W4241820019","doi":"10.31235/osf.io/smpf8","title":"Sociology of Chronic Pain","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; Western University","funders":"","keywords":"Chronic pain; Context (archaeology); Sociological theory; Frontier; Population; Sociology; Public health; Psychology; Social science; Medicine; Psychiatry; Political science; Law; Nursing; History; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002577229,0.0003642763,0.0003633529,0.001763549,0.002847522,0.003736377,0.0004486726,0.001890621,0.005352973],"category_scores_gemma":[0.00470522,0.0001608537,0.0002664375,0.001323681,0.02094959,0.00286997,0.002524171,0.00255644,0.0004607153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005112846,"about_ca_system_score_gemma":0.003638553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005845774,"about_ca_topic_score_gemma":0.003841567,"domain_scores_codex":[0.9975597,0.001619145,0.00007129399,0.0002156165,0.0003232984,0.0002108746],"domain_scores_gemma":[0.9966646,0.002193721,0.0002795859,0.0001812757,0.0003073499,0.0003735177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005747858,0.00001038821,0.0009902342,0.0001014779,0.000006084233,0.00007514677,0.005040989,0.0002139092,0.00006454432,0.9752505,0.01072471,0.007516416],"study_design_scores_gemma":[0.00001683398,0.00003389769,0.003521095,0.0005999174,0.000008273496,0.0004538369,0.008333888,0.0004874306,0.0000352202,0.70726,0.2792342,0.00001551233],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03627082,0.1101433,0.02964334,0.2936558,0.003164903,0.0001466519,0.000512253,0.00004812711,0.5264149],"genre_scores_gemma":[0.8858599,0.06331872,0.004162118,0.02050317,0.005639407,0.0001734709,0.0001828852,0.0000431322,0.02011712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005845774,"threshold_uncertainty_score":0.03709644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458130923005896,"score_gpt":0.3047100739870868,"score_spread":0.2901287647570279,"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."}}