{"id":"W2057286474","doi":"10.1186/bcr2433","title":"Radiation impact in breast cancer","year":2009,"lang":"en","type":"review","venue":"Breast Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Surgical oncology; Breast cancer; Medicine; Radiation therapy; Oncology; Adjuvant radiotherapy; Cancer; Internal medicine; Adjuvant; Medical physics","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":[0.0007683471,0.0009032974,0.001682826,0.002277973,0.0002563696,0.0008302242,0.0007907855,0.001235038,0.002812383],"category_scores_gemma":[0.0009291884,0.0003364689,0.0005013597,0.002639733,0.0004720741,0.001093155,0.0006567517,0.0013413,0.001924439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008544079,"about_ca_system_score_gemma":0.0009354366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957924,"about_ca_topic_score_gemma":0.003201604,"domain_scores_codex":[0.9997546,0.0000539218,0.00003340127,0.00004532356,0.00009325011,0.00001959726],"domain_scores_gemma":[0.9995781,0.0002245341,0.00006715265,0.00001428198,0.00009311085,0.00002285473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007335706,0.0000338805,0.0002169853,0.01794057,0.0001112894,0.0001263186,0.00003427945,0.0003228539,0.0008106378,0.002073449,0.02746754,0.9507889],"study_design_scores_gemma":[0.00002639593,0.0001291763,0.002027201,0.007081894,0.000183631,0.001497881,0.00007950937,0.00007074765,0.0003607626,0.002564431,0.9859534,0.00002500919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004605028,0.9992423,0.00003563614,0.0001517877,0.0001121164,0.000001713049,0.00001025593,0.000002736196,0.0003974339],"genre_scores_gemma":[0.0003393801,0.9991294,0.00005376324,0.0001190027,0.0001134403,0.000002040186,0.00001113316,6.568127e-7,0.0002312464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002812383,"threshold_uncertainty_score":0.009408355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669022899850233,"score_gpt":0.4691723485901531,"score_spread":0.4022700586051298,"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."}}