{"id":"W2028849445","doi":"10.1016/j.radonc.2014.08.006","title":"When is respiratory management necessary for partial breast intensity modulated radiotherapy: A respiratory amplitude escalation treatment planning study","year":2014,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Varian Medical Systems","keywords":"Amplitude; Homogeneity (statistics); Respiratory system; Medicine; Hotspot (geology); Radiation therapy; Nuclear medicine; Radiology; Internal medicine; Mathematics; Physics; Statistics; Optics","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":[0.002417685,0.0002271386,0.0005680916,0.0002988749,0.0004112688,0.001066403,0.0007264533,0.001002737,0.002736344],"category_scores_gemma":[0.008886621,0.0003038934,0.0007283575,0.0003507329,0.0009898607,0.001057953,0.0003589499,0.0008486649,0.0003715903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007025485,"about_ca_system_score_gemma":0.001006854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128332,"about_ca_topic_score_gemma":0.002958826,"domain_scores_codex":[0.9991747,0.0003519412,0.00009998893,0.0000938437,0.0002140535,0.00006554578],"domain_scores_gemma":[0.9965463,0.002448669,0.0005030122,0.0001951965,0.0001297428,0.0001771318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02429793,0.004378668,0.2330699,0.002242267,0.0007763544,0.002305097,0.001423859,0.01009624,0.0527988,0.003430811,0.004228938,0.6609513],"study_design_scores_gemma":[0.002672547,0.04656947,0.7804395,0.00339956,0.002927295,0.0158051,0.007550994,0.04052997,0.0427339,0.01366853,0.04337747,0.0003256461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673464,0.01330704,0.007934523,0.002378512,0.000250125,0.0003484649,0.0001723417,0.00005134285,0.008211251],"genre_scores_gemma":[0.9919377,0.002953365,0.003823753,0.0005366315,0.0001759361,0.00008281911,0.00008698493,0.00003580718,0.0003670836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002736344,"threshold_uncertainty_score":0.01278609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700733413052661,"score_gpt":0.3335332803753356,"score_spread":0.306525946244809,"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."}}