{"id":"W2801175038","doi":"10.1007/s40615-018-0473-2","title":"Operation Change: A New Paradigm Addressing Behavior Change and Musculoskeletal Health Disparities","year":2018,"lang":"en","type":"article","venue":"Journal of Racial and Ethnic Health Disparities","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zimmer","keywords":"WOMAC; Medicine; Physical therapy; Motivational interviewing; Body mass index; Osteoarthritis; Obesity; Gerontology; Fibromyalgia; Alternative medicine; Randomized controlled trial; Internal 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":[0.006528441,0.0003758841,0.0004352734,0.000830638,0.001423735,0.00147119,0.00127077,0.001378592,0.002584586],"category_scores_gemma":[0.00501241,0.0001648905,0.000650562,0.0004227581,0.00263016,0.001896554,0.002749492,0.002295293,0.0002151438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683847,"about_ca_system_score_gemma":0.008172601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003041222,"about_ca_topic_score_gemma":0.006946302,"domain_scores_codex":[0.9962632,0.002564517,0.00007466534,0.0003171469,0.0005591474,0.0002212214],"domain_scores_gemma":[0.9968094,0.001710643,0.0002859562,0.0002451845,0.0002292367,0.0007196526],"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":[0.0004647967,0.01132134,0.02364187,0.001710136,0.0001696405,0.0002342427,0.01584133,0.0007755973,0.004636059,0.03693963,0.01279597,0.8914694],"study_design_scores_gemma":[0.005442973,0.03833993,0.1747949,0.006620586,0.001202261,0.002716675,0.04716178,0.01817258,0.008893169,0.2194379,0.4768139,0.0004033532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5379697,0.01733142,0.1189144,0.250942,0.004206391,0.003971043,0.0001947643,0.0005318283,0.06593847],"genre_scores_gemma":[0.8296757,0.007581017,0.114953,0.03671504,0.001947199,0.004125076,0.00009786134,0.00005071284,0.004854255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006528441,"threshold_uncertainty_score":0.03452611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1889238156004606,"score_gpt":0.4172851213177591,"score_spread":0.2283613057172985,"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."}}