{"id":"W4405193998","doi":"10.5194/sp-2024-22-rc1","title":"Comment on sp-2024-22","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Computer science; Geology","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":[0.003186785,0.0007637736,0.0009296103,0.001327792,0.003715377,0.004497357,0.002406835,0.02706413,0.1841964],"category_scores_gemma":[0.02921101,0.0004814498,0.001313052,0.001193894,0.001675539,0.002890206,0.002140197,0.01302032,0.1559725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003574347,"about_ca_system_score_gemma":0.0043805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02576672,"about_ca_topic_score_gemma":0.03332428,"domain_scores_codex":[0.9970537,0.0002781756,0.0002717468,0.0003019355,0.0015932,0.0005013041],"domain_scores_gemma":[0.9899325,0.002428598,0.0003287123,0.0005115242,0.005534621,0.001264104],"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":[0.00001609833,0.000005472827,0.00005022558,0.00002956828,0.000001136347,0.00007282684,0.00001492524,0.000004934668,0.00003870701,0.0005752888,0.99749,0.001700787],"study_design_scores_gemma":[0.00001137672,0.000009185564,0.0004207564,0.00006777213,0.00000197647,0.00003306638,0.00005252631,0.00002379003,0.00005974012,0.0004496023,0.9988612,0.000008923354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0006346061,0.001320118,0.0005709062,0.5150967,0.288153,0.0005213434,0.003813006,0.0017203,0.1881701],"genre_scores_gemma":[0.002901699,0.0006730849,0.0003010375,0.4681846,0.0356941,0.000437951,0.001131944,0.0004898884,0.4901858],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1841964,"threshold_uncertainty_score":0.6161982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560010457084697,"score_gpt":0.3623691702366397,"score_spread":0.3367690656657927,"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."}}