{"id":"W4388706033","doi":"10.1016/j.prro.2023.11.001","title":"Partial Breast Irradiation for Patients With Early-Stage Invasive Breast Cancer or Ductal Carcinoma In Situ: An ASTRO Clinical Practice Guideline","year":2023,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Agency for Healthcare Research and Quality; National Institute for Health and Care Research; Patient-Centered Outcomes Research Institute; American Society for Radiation Oncology","keywords":"Medicine; Ductal carcinoma; Guideline; Breast cancer; Stage (stratigraphy); Oncology; In situ; Clinical Practice; Cancer; Internal medicine; Pathology; Family 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":[],"consensus_categories":[],"category_scores_codex":[0.004051134,0.0007524434,0.001222242,0.001670802,0.001149292,0.0010342,0.00219837,0.004512488,0.003126686],"category_scores_gemma":[0.007787121,0.0004808215,0.001679054,0.00145949,0.001053161,0.000774472,0.001604247,0.005307642,0.001872638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001867127,"about_ca_system_score_gemma":0.007139205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130885,"about_ca_topic_score_gemma":0.02994841,"domain_scores_codex":[0.9976047,0.0007420715,0.0006957375,0.0001379394,0.0006613668,0.0001582347],"domain_scores_gemma":[0.9937742,0.001681161,0.001069476,0.0002667941,0.002429479,0.0007788502],"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":[0.0001773348,0.0004568758,0.01334803,0.001790613,0.0002237092,0.001326461,0.0003713495,0.002753116,0.002582194,0.00541445,0.6722339,0.2993219],"study_design_scores_gemma":[0.0003454847,0.0003147126,0.03863334,0.008167297,0.000421988,0.006346666,0.0004451763,0.001905354,0.001247062,0.01157783,0.9304984,0.00009683977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01988142,0.2158436,0.06609483,0.4783173,0.008786475,0.003743204,0.005299091,0.001876605,0.2001575],"genre_scores_gemma":[0.1420441,0.2406381,0.3166498,0.2161943,0.01070874,0.008691015,0.01547738,0.0007303932,0.04886624],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01130885,"threshold_uncertainty_score":0.02248603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03571627721279386,"score_gpt":0.4143680047681059,"score_spread":0.378651727555312,"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."}}