{"id":"W4391224262","doi":"10.17352/raoa.000015","title":"Holistic Treatment of Inflammatory Disease for the Mobility Impaired","year":2023,"lang":"en","type":"article","venue":"Rheumatica Acta Open Access","topic":"Exercise and Physiological Responses","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Disease; Medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002995578,0.0001302356,0.0004032321,0.00004407704,0.0001252624,0.0001158533,0.0006190758,0.00003741082,0.00030549],"category_scores_gemma":[0.001464738,0.00006615444,0.0001530991,0.0002448297,0.0001198328,0.0002040981,0.0002922153,0.00003499367,0.00003252915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004760128,"about_ca_system_score_gemma":0.0002323856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009116095,"about_ca_topic_score_gemma":0.000006214711,"domain_scores_codex":[0.9990487,0.00006566122,0.0003135314,0.0002052615,0.000161879,0.0002049407],"domain_scores_gemma":[0.9971124,0.001910681,0.0001073039,0.0006134,0.00008489482,0.0001713162],"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":[0.1299766,0.01702681,0.2273873,0.01306071,0.003754538,0.0002645089,0.006358569,0.0005256489,0.04243748,0.01476953,0.1256177,0.4188206],"study_design_scores_gemma":[0.001697301,0.0004714939,0.98274,0.0002414503,0.0002357783,9.896949e-7,0.0001848812,0.004337046,0.001247573,0.005502437,0.003225207,0.0001157692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949491,0.0001353754,0.00003422452,0.00170885,0.00008601353,0.002662314,0.00009734345,0.00005009015,0.0002766692],"genre_scores_gemma":[0.9970583,0.0007684916,0.00004742229,0.00009158245,0.00002735678,0.0009003033,0.00005998823,0.00001388137,0.001032655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7553528,"threshold_uncertainty_score":0.3344901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1888124237384461,"score_gpt":0.4603680853353901,"score_spread":0.2715556615969441,"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."}}