{"id":"W2889531178","doi":"10.2196/11804","title":"Individualized Diet and Lifestyle Modifications Reverse Symptoms of Systemic Lupus Erythematosus","year":2018,"lang":"en","type":"article","venue":"Iproceedings","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Systemic lupus erythematosus; Intervention (counseling); Randomized controlled trial; Quality of life (healthcare); Coaching; Disease; Health coaching; Personalized medicine; Intensive care medicine; Physical therapy; Internal medicine; Bioinformatics; Psychology; Psychiatry; Psychotherapist; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006434259,0.0003786598,0.000790937,0.0003751681,0.0002591017,0.0003306454,0.000335685,0.0006156957,0.004614151],"category_scores_gemma":[0.001271578,0.0001694812,0.000559472,0.0002332092,0.0002463122,0.0002962589,0.0003638661,0.0007781309,0.0002355296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772513,"about_ca_system_score_gemma":0.0003018398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003382992,"about_ca_topic_score_gemma":0.0006542899,"domain_scores_codex":[0.9996694,0.0001259972,0.00004198832,0.00005228946,0.00006376344,0.00004657325],"domain_scores_gemma":[0.9996336,0.0001279285,0.0001111622,0.00003893651,0.00001590383,0.00007259467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2329076,0.1094741,0.007720998,0.004595323,0.001930146,0.0001455598,0.0002411575,0.001732735,0.01399943,0.000376041,0.00188987,0.6249869],"study_design_scores_gemma":[0.3872125,0.4910209,0.09270786,0.0009929262,0.002562389,0.0004031996,0.00021707,0.003703694,0.0128829,0.0008448598,0.007405901,0.00004565422],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931204,0.002308307,0.0008843703,0.0003642623,0.0001700981,0.0009114436,0.0001090854,0.0001101383,0.002021912],"genre_scores_gemma":[0.9926494,0.001226225,0.003194779,0.0005347452,0.0001788789,0.0008262517,0.0001081352,0.000008936024,0.001272719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004614151,"threshold_uncertainty_score":0.01543587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578956105655021,"score_gpt":0.3017062662660802,"score_spread":0.2759167052095299,"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."}}