{"id":"W4231662032","doi":"10.2345/0899-8205-45.4.260","title":"The Roundup","year":2011,"lang":"en","type":"article","venue":"Biomedical Instrumentation & Technology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002533597,0.001442422,0.0009328613,0.001453441,0.003781748,0.009571312,0.002154507,0.006604976,0.665752],"category_scores_gemma":[0.01277466,0.0006084994,0.001079511,0.0009693649,0.001029518,0.005229206,0.004936643,0.006949245,0.5197088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001876662,"about_ca_system_score_gemma":0.005390621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304931,"about_ca_topic_score_gemma":0.00659723,"domain_scores_codex":[0.9973194,0.0004549814,0.0001440065,0.0004041645,0.001184814,0.0004926212],"domain_scores_gemma":[0.9903521,0.0008765814,0.000323382,0.0007623872,0.00382894,0.00385667],"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":[0.00001270521,0.00001129588,0.00004321796,0.00002818924,0.000001082066,0.00004179547,0.00001229831,0.00000673265,0.00003931761,0.0007288317,0.9841576,0.01491693],"study_design_scores_gemma":[0.000004475763,0.000008558954,0.0001225704,0.0000317627,7.612408e-7,0.00003832292,0.00005080619,0.00000946513,0.0000249427,0.000291636,0.9994127,0.000004093599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007381251,0.004547591,0.001597,0.1327214,0.3377626,0.0005202912,0.003113036,0.002451117,0.5165489],"genre_scores_gemma":[0.002058806,0.001752479,0.0006165626,0.04261817,0.02267222,0.000203956,0.001408113,0.0006613555,0.9280083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.665752,"threshold_uncertainty_score":0.4767642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091660731897891,"score_gpt":0.2885078804731949,"score_spread":0.257591273154216,"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."}}