{"id":"W2789698864","doi":"10.1016/j.prro.2018.01.012","title":"Radiation therapy for the whole breast: Executive summary of an American Society for Radiation Oncology (ASTRO) evidence-based guideline","year":2018,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":606,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Guideline; Breast cancer; Medical physics; Grading (engineering); Radiation therapy; Dose fractionation; Radiation oncology; Medical prescription; Radiation treatment planning; Oncology; Cancer; Internal medicine; Pathology; Pharmacology","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":[0.008535424,0.001433535,0.003391292,0.003799571,0.0009907032,0.001999936,0.005270576,0.007569074,0.00505313],"category_scores_gemma":[0.02447414,0.001153421,0.004919569,0.004165977,0.0006792762,0.001569974,0.001466266,0.006288028,0.003230939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003898291,"about_ca_system_score_gemma":0.01478078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03197628,"about_ca_topic_score_gemma":0.06408019,"domain_scores_codex":[0.9942459,0.001487023,0.001796877,0.0002619289,0.001910817,0.0002973829],"domain_scores_gemma":[0.9806481,0.005660304,0.004246345,0.0003528944,0.008059653,0.0010327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002491489,0.0001727091,0.001988354,0.01790597,0.0008333492,0.0002291158,0.00009717789,0.001268265,0.0008453798,0.002428535,0.7963824,0.1775995],"study_design_scores_gemma":[0.0009545597,0.0001923966,0.01218346,0.08539405,0.00331184,0.0007435657,0.0001430501,0.001159915,0.0007791669,0.004438431,0.890586,0.000113724],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004572687,0.5538839,0.02341998,0.2482908,0.02727021,0.009423597,0.04707491,0.001086491,0.08497744],"genre_scores_gemma":[0.02028783,0.5756761,0.09104889,0.210605,0.01107945,0.008594997,0.05035228,0.0004516105,0.0319039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03197628,"threshold_uncertainty_score":0.06358033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448821864523543,"score_gpt":0.4146652460524682,"score_spread":0.3701770274072327,"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."}}