{"id":"W4407171543","doi":"10.20944/preprints202502.0339.v1","title":"Merkel Cell Carcinoma: Local Recurrence Rate Versus Radiation Dose Study from a 949-Patient Database","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Saskatchewan Cancer Agency","keywords":"Merkel cell carcinoma; Medicine; Radiation therapy; Carcinoma; Oncology; Radiation dose; Internal medicine; Database; Nuclear medicine; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008949,0.000327579,0.002104377,0.005520697,0.0003922917,0.00104319,0.0008902564,0.0007922163,0.004333979],"category_scores_gemma":[0.007835533,0.0003712238,0.001827097,0.01127142,0.0003404954,0.001277652,0.0005979816,0.0004475056,0.0007592877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007596666,"about_ca_system_score_gemma":0.001469593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002476405,"about_ca_topic_score_gemma":0.005193937,"domain_scores_codex":[0.9972505,0.0004074242,0.001312277,0.0005373827,0.0004079479,0.0000843231],"domain_scores_gemma":[0.9879671,0.005026843,0.005162578,0.000570285,0.0009726819,0.0003005803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005027558,0.0002637981,0.8622139,0.05583055,0.009297151,0.002166744,0.00090889,0.0004906427,0.001654405,0.0002509943,0.006232842,0.0556626],"study_design_scores_gemma":[0.001040841,0.0009455436,0.9522824,0.008041102,0.01266458,0.006380839,0.001007539,0.0005842477,0.0008063003,0.0001654395,0.01598836,0.00009277932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7856551,0.1162691,0.0006380331,0.000377883,0.00003587097,0.0005767393,0.094307,0.00004541262,0.002094822],"genre_scores_gemma":[0.9138947,0.03013647,0.001732603,0.0005298389,0.00008664618,0.001121295,0.05201897,0.00003229125,0.000447197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005520697,"threshold_uncertainty_score":0.01449859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014633237954129,"score_gpt":0.3594353397732591,"score_spread":0.2579720159778463,"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."}}