{"id":"W4406798731","doi":"10.5194/egusphere-2024-2946-ac1","title":"Reply on RC1/RC2/RC3","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Space Agency","keywords":"Internal medicine; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003070323,0.0009657011,0.001116137,0.001123009,0.003438826,0.003659827,0.003672432,0.0315672,0.1134987],"category_scores_gemma":[0.02828923,0.000677528,0.001585939,0.0009650564,0.001927378,0.003319953,0.002387038,0.02589843,0.1005747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003819571,"about_ca_system_score_gemma":0.00397284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238036,"about_ca_topic_score_gemma":0.01287344,"domain_scores_codex":[0.9971511,0.000495441,0.0002986651,0.0004702427,0.001092884,0.0004916511],"domain_scores_gemma":[0.9916131,0.002308261,0.000336568,0.0005807662,0.003837289,0.001324004],"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":[0.00001101393,0.000003390102,0.00002870235,0.00001168385,0.000001592609,0.00004367979,0.000006621073,0.00000298093,0.00001876596,0.0001687937,0.9985618,0.001140897],"study_design_scores_gemma":[0.00002075428,0.000009070843,0.0003182059,0.00006361314,0.000006115635,0.00008408674,0.00007289145,0.00003546072,0.0001284274,0.0005653628,0.9986808,0.0000153025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001941483,0.001325442,0.0001787977,0.8219929,0.1550661,0.0001067372,0.0005866246,0.00036232,0.02018678],"genre_scores_gemma":[0.002352879,0.0006791616,0.0002076034,0.8667094,0.04842536,0.0001505774,0.0002684199,0.0001963332,0.08101031],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8865013,"threshold_uncertainty_score":0.3796911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06950550371348686,"score_gpt":0.429450858913638,"score_spread":0.3599453552001511,"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."}}