{"id":"W4252382808","doi":"10.1016/j.jacr.2014.11.007","title":"Authors’ Reply","year":2015,"lang":"en","type":"letter","venue":"Journal of the American College of Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Intervention (counseling); Christian ministry; Gold standard (test); Lumbar spine; Low back pain; Medicine; Reading (process); Lumbar; Work (physics); Physical therapy; Psychology; Alternative medicine; Nursing; Political science; Radiology; Surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006356197,0.0009987954,0.00239566,0.001582252,0.008607753,0.01028301,0.003284644,0.120289,0.01859265],"category_scores_gemma":[0.07162285,0.00163304,0.002298377,0.0009849834,0.005652096,0.004249316,0.004614351,0.06438918,0.01543886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008364736,"about_ca_system_score_gemma":0.01157212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008993534,"about_ca_topic_score_gemma":0.01037245,"domain_scores_codex":[0.9896034,0.001983859,0.001091829,0.001612921,0.00300132,0.002706692],"domain_scores_gemma":[0.9793779,0.00889616,0.002576626,0.0008162303,0.005237217,0.003095838],"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":[0.00002231907,0.000009590207,0.0003873804,0.00003174697,0.00001931892,0.0009935701,0.0002772563,0.00003334198,0.00007022883,0.002114522,0.9942465,0.001794249],"study_design_scores_gemma":[0.00008951885,0.00003749551,0.001187127,0.0005020752,0.00007401406,0.001843611,0.001191964,0.0002786591,0.0003133688,0.008200367,0.9861529,0.0001289834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000315341,0.0005448494,0.00006581286,0.9523223,0.04389526,0.00001369592,0.00004373091,0.00003291071,0.002766066],"genre_scores_gemma":[0.002066149,0.0002054931,0.00006037155,0.9734566,0.01757469,0.0000257324,0.00001462061,0.00001748516,0.006578769],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.120289,"threshold_uncertainty_score":0.06219864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252115764896832,"score_gpt":0.3233952000025834,"score_spread":0.2908740423536151,"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."}}