{"id":"W3135420441","doi":"10.1016/j.jocd.2021.03.002","title":"RE: Reitshamer E, Barrett K, Shea K, Dawson-Hughes B. Cross-Calibration of Prodigy and Horizon A Densitometers and Precision of the Horizon A Densitometer. J Clin Densitom. 2021.","year":2021,"lang":"en","type":"letter","venue":"Journal of Clinical Densitometry","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Densitometer; Medicine; Horizon; Calibration; Optics; Statistics; Astronomy; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003794247,0.0006713112,0.003147627,0.001053641,0.000119962,0.0002347202,0.0006102762,0.001672001,0.00004927553],"category_scores_gemma":[0.00815385,0.000484928,0.001279109,0.001719579,0.0009166275,0.0004042415,0.000374359,0.004497499,0.000002001875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006271961,"about_ca_system_score_gemma":0.0002505782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001281194,"about_ca_topic_score_gemma":0.000005260139,"domain_scores_codex":[0.9907908,0.001055777,0.004842653,0.0007207484,0.002040184,0.0005497773],"domain_scores_gemma":[0.9905553,0.004211458,0.002562,0.0009558194,0.001318092,0.0003973017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004591167,0.0003139611,0.3036855,0.004039002,0.004635671,0.002638481,0.0003760651,0.0003997772,0.007705235,0.000003940306,0.5590435,0.1166997],"study_design_scores_gemma":[0.0244622,0.01076707,0.4613087,0.04755234,0.02686921,0.0102065,0.001990522,0.09839907,0.130565,0.002514573,0.1754235,0.009941297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693257,0.007569855,0.002098638,0.01605297,0.004528587,0.0002792513,0.00004207554,0.00003262239,0.00007028122],"genre_scores_gemma":[0.9728815,0.006097366,0.005384151,0.007378535,0.007723368,0.000004394112,0.00003357265,0.0001769764,0.0003201387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.38362,"threshold_uncertainty_score":0.9997602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0346466444008611,"score_gpt":0.3399739848207843,"score_spread":0.3053273404199233,"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."}}