{"id":"W4407995255","doi":"10.1016/j.prro.2025.02.001","title":"Radiation Therapy for Anal Squamous Cell Carcinoma: An ASTRO Clinical Practice Guideline","year":2025,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Agency for Healthcare Research and Quality; University of Minnesota; Patient-Centered Outcomes Research Institute; American Society for Radiation Oncology","keywords":"Medicine; Guideline; Basal cell; Radiation therapy; Clinical Practice; Medical physics; Radiology; General surgery; Oncology; Family medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002011119,0.0001965361,0.0005114138,0.0002015193,0.0001579373,0.00003513041,0.00009568253,0.0003806835,0.0001987171],"category_scores_gemma":[0.009273774,0.0001762002,0.0002249482,0.0003441653,0.0001003729,0.0004365641,0.00003334746,0.0005332232,0.0000399913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375538,"about_ca_system_score_gemma":0.001720182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006479314,"about_ca_topic_score_gemma":0.00002237033,"domain_scores_codex":[0.9972742,0.0005846338,0.0009954758,0.0005265464,0.0002582147,0.0003609761],"domain_scores_gemma":[0.9938139,0.00454288,0.0004064419,0.0002987539,0.0006277238,0.0003103353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02139588,0.007830125,0.05841169,0.0000885619,0.0001464737,0.0001900557,0.0002682725,0.00004687894,0.002382911,0.01142663,0.1352616,0.762551],"study_design_scores_gemma":[0.009320033,0.008669272,0.1014356,0.000003016604,0.0003840424,0.00009987793,0.0002788626,0.01559109,0.0008292016,0.0004314049,0.862793,0.0001646406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6633048,0.00323333,0.05653127,0.21038,0.003101045,0.003478237,0.00005186737,0.0002638544,0.05965554],"genre_scores_gemma":[0.9517277,0.0002400042,0.02586774,0.01964533,0.001463361,0.0001224055,0.0002992717,0.00002256568,0.0006115493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7623863,"threshold_uncertainty_score":0.9990715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05291820940341402,"score_gpt":0.4623025586599589,"score_spread":0.4093843492565449,"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."}}