{"id":"W2146409333","doi":"10.3899/jrheum.140404","title":"The TREAT Study — Trial or Tribulation?","year":2014,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical trial; Family medicine; Randomized controlled trial; Alternative medicine; Pediatrics; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003186999,0.0002514838,0.001276982,0.000201027,0.0003918177,0.00004055483,0.0007225707,0.0004364195,0.0003516532],"category_scores_gemma":[0.001234141,0.0000952344,0.0002843986,0.000170019,0.0003241157,0.00005047633,0.00008365161,0.002972245,0.0001038406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006950351,"about_ca_system_score_gemma":0.0007927177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007382697,"about_ca_topic_score_gemma":0.00002491088,"domain_scores_codex":[0.9955816,0.001653843,0.001439529,0.0001247266,0.0007843185,0.0004159633],"domain_scores_gemma":[0.9948086,0.002794199,0.00125122,0.0007067914,0.0003864844,0.00005270345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03975538,0.0001227451,0.002414556,0.00006103537,0.0006095877,0.0002058151,0.0004660916,0.000002027683,0.000001963616,0.00001114933,0.9544204,0.001929211],"study_design_scores_gemma":[0.04402155,0.006064842,0.000512574,0.0001188907,0.0005562471,0.01021286,0.0007975073,0.00003091135,0.000002533691,0.000171466,0.9373897,0.0001209018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.25789,0.001460693,0.00006988437,0.7372974,0.0009821893,0.001480224,0.000001400417,0.00001663047,0.0008016556],"genre_scores_gemma":[0.6195709,0.01401271,0.00004851333,0.2899797,0.00386526,0.0001436834,0.00006221161,0.0003718452,0.07194523],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4473177,"threshold_uncertainty_score":0.999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217287883122357,"score_gpt":0.3402783625053586,"score_spread":0.298105483674135,"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."}}