{"id":"W2941010697","doi":"10.21037/tro.2019.03.05","title":"Response assessment and surveillance following stereotactic ablative radiotherapy for lung cancer","year":2019,"lang":"en","type":"article","venue":"Therapeutic Radiology and Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Ablative case; Stereotactic radiotherapy; Lung cancer; Radiosurgery; Medicine; Radiation therapy; Medical physics; Radiology; Oncology","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":[0.002668295,0.0002910064,0.0008170159,0.001223706,0.0002455949,0.0009198074,0.0006040855,0.0006439234,0.0006491074],"category_scores_gemma":[0.007346007,0.0001040302,0.0005948824,0.0008654168,0.0003456677,0.0006670643,0.0004071351,0.0007576694,0.0004602171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005041744,"about_ca_system_score_gemma":0.0006498853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027467,"about_ca_topic_score_gemma":0.00404047,"domain_scores_codex":[0.9986553,0.0005615012,0.0002152059,0.0001143002,0.0003788149,0.00007484062],"domain_scores_gemma":[0.997839,0.0008421936,0.0004890218,0.00006967951,0.0006833502,0.00007675748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004762356,0.00009554414,0.046236,0.005568164,0.0002339335,0.001693834,0.0008642884,0.001204835,0.007965211,0.0009801398,0.008900978,0.9257809],"study_design_scores_gemma":[0.0001819528,0.003774608,0.5382112,0.01474575,0.002281931,0.03920857,0.003559432,0.01067606,0.03965791,0.007749618,0.3396553,0.0002976855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1546139,0.7641429,0.04202516,0.00615239,0.001324486,0.0007697796,0.001001563,0.0006109799,0.02935881],"genre_scores_gemma":[0.686878,0.2748646,0.02673111,0.003183701,0.001618261,0.0005774548,0.001597175,0.0001049995,0.004444619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002668295,"threshold_uncertainty_score":0.01411146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167104654898273,"score_gpt":0.3945877478268609,"score_spread":0.3729167012778782,"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."}}