{"id":"W4289139463","doi":"10.1007/978-3-030-91170-6_21","title":"Chest Wall Bolus","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Bolus (digestion); Medicine; Radiology; Radiation therapy; Mastectomy; Nuclear medicine; Soft tissue; Surgery; Breast cancer; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001857792,0.0006625424,0.0005055028,0.0004606705,0.0006522854,0.00146773,0.0007348935,0.001435784,0.3837913],"category_scores_gemma":[0.0006740411,0.0003046656,0.0004724564,0.0002596445,0.000310379,0.0008404315,0.001089232,0.002505915,0.2167414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575684,"about_ca_system_score_gemma":0.000462782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265117,"about_ca_topic_score_gemma":0.00280173,"domain_scores_codex":[0.9998878,0.00001291499,0.000003906051,0.00001919297,0.00005818659,0.00001791773],"domain_scores_gemma":[0.9998608,0.00004685849,0.000006491685,0.00002200056,0.00002983633,0.00003411734],"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":[0.0001483591,0.00009368984,0.0001463828,0.0001816069,0.000006229103,0.001046503,0.00005252257,0.0002734842,0.003371742,0.01129707,0.7305834,0.2527991],"study_design_scores_gemma":[0.00001835838,0.00005042085,0.0003971511,0.0001204574,0.000003363396,0.001036777,0.00002419455,0.000156168,0.0006817373,0.002186956,0.9953187,0.00000568432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008715097,0.003356518,0.004836517,0.001825277,0.002774548,0.0001814151,0.001150847,0.001097666,0.9839059],"genre_scores_gemma":[0.002568488,0.00157148,0.001790589,0.00100176,0.0004431068,0.00004990074,0.0004520027,0.0001715928,0.9919511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3837913,"threshold_uncertainty_score":0.8789469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003111060388782,"score_gpt":0.2616732745381294,"score_spread":0.2316421639342416,"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."}}