{"id":"W4404851698","doi":"10.1007/978-3-031-67743-4_23","title":"Stereotactic Body Radiation Therapy for Gastrointestinal Cancers","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Radiology","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":[0.0001226783,0.0004137328,0.0002658562,0.0005884421,0.0002769463,0.0007033817,0.0003982598,0.0005143721,0.03862678],"category_scores_gemma":[0.000212946,0.0001385622,0.0002214434,0.0007203844,0.0002145616,0.0006387171,0.0003568907,0.0007776339,0.01319762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793442,"about_ca_system_score_gemma":0.0004076149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001745039,"about_ca_topic_score_gemma":0.006458965,"domain_scores_codex":[0.9999558,0.000007767408,0.000001680361,0.000003839598,0.0000270997,0.000003833547],"domain_scores_gemma":[0.9999568,0.00002374116,0.000003383665,0.000003261663,0.000009155737,0.000003626523],"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":[0.00001813394,0.00004523329,0.0001309006,0.0003558216,0.00000639891,0.0002112664,0.0001557186,0.0007739692,0.001454831,0.03028665,0.4849059,0.4816552],"study_design_scores_gemma":[0.00000255345,0.00001652378,0.0004779061,0.0001580908,0.00000432995,0.0008296519,0.00003091722,0.0001761567,0.0002948793,0.006074398,0.9919304,0.000004107263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001280047,0.09023947,0.007518564,0.002270791,0.00330976,0.00005900063,0.0003128704,0.0002881908,0.8947214],"genre_scores_gemma":[0.005027141,0.04722153,0.004068634,0.001115738,0.0008139808,0.00004261311,0.0002667211,0.00011298,0.9413307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03862678,"threshold_uncertainty_score":0.1292194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06599516119870534,"score_gpt":0.2761066806816397,"score_spread":0.2101115194829344,"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."}}