{"id":"W2122199930","doi":"10.1016/j.ijrobp.2009.02.031","title":"Accelerated Partial Breast Irradiation Consensus Statement From the American Society for Radiation Oncology (ASTRO)","year":2009,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":872,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Juravinski Cancer Centre","funders":"American Society for Radiation Oncology","keywords":"Medicine; Breast cancer; Clinical trial; Randomized controlled trial; Medical physics; Task force; Radiation therapy; Statement (logic); Internal medicine; Cancer","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":[0.03636359,0.0009276947,0.002132228,0.003100043,0.002605447,0.002321769,0.005237865,0.01622357,0.004319224],"category_scores_gemma":[0.04389878,0.0009143588,0.00363907,0.00269544,0.001655447,0.001207245,0.002769077,0.01146641,0.003443722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003660965,"about_ca_system_score_gemma":0.02462927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008129087,"about_ca_topic_score_gemma":0.0161589,"domain_scores_codex":[0.9842764,0.003645401,0.00361467,0.0008275859,0.006769027,0.0008669024],"domain_scores_gemma":[0.9312485,0.01385312,0.004145261,0.001652206,0.04300709,0.006093941],"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":[0.0003498693,0.000237517,0.004266028,0.002038429,0.0002264273,0.0005055756,0.0003830291,0.0006437782,0.002354876,0.004084392,0.8691919,0.115718],"study_design_scores_gemma":[0.0002279858,0.00017761,0.01127807,0.003262097,0.0003897393,0.001161768,0.0004516282,0.0004296637,0.001140464,0.003969349,0.9774029,0.0001087237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.009349619,0.07211389,0.0225963,0.6938814,0.1314955,0.003325377,0.004891129,0.0005225935,0.06182427],"genre_scores_gemma":[0.07172138,0.07669349,0.1194834,0.5414813,0.05932922,0.007972096,0.01476899,0.0005919211,0.1079582],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03636359,"threshold_uncertainty_score":0.1923113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496514961749514,"score_gpt":0.3512100204253304,"score_spread":0.3262448708078353,"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."}}