{"id":"W2947095388","doi":"10.21037/jtd.2019.05.40","title":"Radical radiotherapy for locally advanced non-small cell lung cancer—what’s up with arm positioning?","year":2019,"lang":"en","type":"article","venue":"Journal of Thoracic Disease","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Western University; Sunnybrook Health Science Centre; London Health Sciences Centre","funders":"Ontario Institute for Cancer Research","keywords":"Medicine; Lung cancer; Radiation therapy; Radiology; Oncology; Medical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001715718,0.0002554334,0.0004157639,0.0001165536,0.00009171544,0.000123228,0.0003218497,0.00004090036,0.0003842335],"category_scores_gemma":[0.000003061296,0.0002010735,0.0002878579,0.0001373471,0.00005795321,0.0007244931,0.00001422517,0.0002585699,0.000001060104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563496,"about_ca_system_score_gemma":0.0004688915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000527132,"about_ca_topic_score_gemma":3.476225e-7,"domain_scores_codex":[0.9987113,0.00004396703,0.0003980373,0.0002438576,0.000274737,0.0003280983],"domain_scores_gemma":[0.9984478,0.00008658031,0.0005749901,0.0002750091,0.0002434002,0.000372251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03422688,0.004032554,0.3161498,0.002221841,0.002770203,0.0001701086,0.002004185,0.06897455,0.06996936,0.00256564,0.009812342,0.4871025],"study_design_scores_gemma":[0.08068637,0.02418045,0.02678233,0.04024928,0.006368096,0.0002060024,0.00533893,0.1650016,0.3708899,0.02171276,0.2463764,0.01220791],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3096932,0.00500642,0.6829975,0.0004505056,0.0007036424,0.0009084668,0.000058413,0.00003177614,0.0001500431],"genre_scores_gemma":[0.8400245,0.0008479287,0.1540153,0.000819915,0.001302909,0.0001747073,0.00002819842,0.000163302,0.002623213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5303313,"threshold_uncertainty_score":0.819954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004843829997594165,"score_gpt":0.3037903948711043,"score_spread":0.2989465648735101,"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."}}