{"id":"W2106530353","doi":"10.1118/1.4928141","title":"Realistic respiratory motion margins for external beam partial breast irradiation","year":2015,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Killam Trusts","keywords":"Irradiation; Physics; Beam (structure); Medicine; Nuclear medicine; Medical physics; Optics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004897444,0.0002612354,0.0001782713,0.0001942539,0.00009633959,0.0002575525,0.0002809785,0.000257849,0.0006569045],"category_scores_gemma":[0.002289331,0.0002070341,0.0002801575,0.0001356073,0.0001649877,0.0002640052,0.0003471766,0.0002684073,0.0002283044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004248919,"about_ca_system_score_gemma":0.0002757659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005006891,"about_ca_topic_score_gemma":0.00058783,"domain_scores_codex":[0.9997026,0.00008665048,0.00001681965,0.00004535462,0.0001374445,0.00001110662],"domain_scores_gemma":[0.9996083,0.0001811657,0.0001090829,0.0000400194,0.00005122969,0.00001016982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005931376,0.00009113265,0.03000093,0.0005418995,0.0001206337,0.0002951073,0.0004270452,0.4192117,0.3612317,0.002791329,0.001432577,0.1832629],"study_design_scores_gemma":[0.0001412549,0.001614263,0.09422973,0.0001069138,0.0002117695,0.004536991,0.0001225799,0.5706064,0.309227,0.005008263,0.01408716,0.0001077794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5343357,0.002505876,0.4586085,0.0002181886,0.00002454686,0.00008817252,0.0002297118,0.00146208,0.002527261],"genre_scores_gemma":[0.9741479,0.0003474449,0.02474038,0.00003865694,0.000006934801,0.00003967618,0.0001741426,0.0001267135,0.0003779602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006569045,"threshold_uncertainty_score":0.003082812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642558926702698,"score_gpt":0.3105407000739085,"score_spread":0.2841151108068815,"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."}}