{"id":"W4210578422","doi":"10.1016/j.ocarto.2022.100239","title":"Feasibility of the SOAR (Stop OsteoARthritis) program","year":2022,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage Open","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Research Canada; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; Arthritis Society","keywords":"Soar; Osteoarthritis; Aeronautics; Computer science; Medicine; Physical medicine and rehabilitation; Artificial intelligence; Engineering; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004936961,0.0002675918,0.0005949142,0.00006309043,0.0007082983,0.0001131234,0.0004393621,0.00008160969,0.001016077],"category_scores_gemma":[0.00004758069,0.0002215212,0.0002437806,0.0003760978,0.0002248926,0.0002163201,0.001368049,0.0003334425,0.00001130513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007927756,"about_ca_system_score_gemma":0.000203556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004782896,"about_ca_topic_score_gemma":0.0003026821,"domain_scores_codex":[0.9976807,0.0002450198,0.0004868272,0.0005741256,0.000573849,0.0004395421],"domain_scores_gemma":[0.9986125,0.00003761462,0.000193685,0.0008350029,0.0001060617,0.0002151099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001172098,0.001245247,0.02900849,0.0001133291,0.00002082649,0.0003021592,0.001272508,0.000002258457,0.09661594,0.003492205,0.0009243779,0.8658305],"study_design_scores_gemma":[0.1086284,0.09606362,0.024292,0.001602052,0.001256248,0.007065475,0.01549196,0.00002436408,0.3002002,0.00649913,0.4363711,0.002505534],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707753,0.00341408,6.739468e-7,0.0007229895,0.0004282274,0.004842223,0.0002403413,0.00007044291,0.01950571],"genre_scores_gemma":[0.9939466,0.0000600667,0.0004459304,0.0004337217,0.00006285861,0.001097539,0.00006789426,0.00004511316,0.003840251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.863325,"threshold_uncertainty_score":0.9998971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377744531136536,"score_gpt":0.287107913821509,"score_spread":0.2633304685101436,"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."}}