{"id":"W4224035783","doi":"10.1101/2022.04.02.22272992","title":"Associations of current and childhood socioeconomic status and health outcomes amongst patients with knee or hip osteoarthritis in a Mexico City family-practice setting","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; WOMAC; Medicine; Quality of life (healthcare); Physical therapy; Family income; Osteoarthritis; Gerontology; Demography; Environmental health; Population; Alternative medicine","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":[0.0002928048,0.0001647912,0.0002202694,0.0005995021,0.0008257279,0.0005312818,0.0002492299,0.000348644,0.002314349],"category_scores_gemma":[0.00120741,0.0001640244,0.0001988948,0.0005266156,0.0002032331,0.0002756176,0.0004572741,0.0003133302,0.0001321924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003895398,"about_ca_system_score_gemma":0.000347584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03374558,"about_ca_topic_score_gemma":0.04842512,"domain_scores_codex":[0.9997841,0.00006265767,0.00002164338,0.00004414449,0.00003214546,0.00005524691],"domain_scores_gemma":[0.9994189,0.00007909386,0.0002867516,0.00002747408,0.00005980729,0.0001280506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001576284,0.00002061803,0.9994837,0.000004034835,0.00001316434,0.00003462282,0.00006758505,0.000005560367,0.00003190193,0.000003100311,0.00004138311,0.0002784863],"study_design_scores_gemma":[0.000002789866,0.00003693007,0.9994141,0.00000465213,0.000008584324,0.00008169108,0.0003524431,0.00002612274,0.000007651887,0.00000259817,0.00006143814,0.00000103997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999466,0.00009347157,0.00001515275,0.00004722556,0.000001689508,0.000003760885,0.0001689102,6.902409e-7,0.0002030984],"genre_scores_gemma":[0.9996636,0.00006358375,0.00002545283,0.00002511945,0.00000405141,0.000006199547,0.0001358931,3.056093e-7,0.00007576769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03374558,"threshold_uncertainty_score":0.06709832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764024051875295,"score_gpt":0.3086446178890595,"score_spread":0.2810043773703065,"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."}}