{"id":"W1995545032","doi":"10.7785/tcrt.2012.500445","title":"Excellent Cancer Outcomes Following Patient-adapted Robotic Lung SBRT But a Case for Caution in Idiopathic Pulmonary Fibrosis","year":2014,"lang":"en","type":"article","venue":"Technology in Cancer Research & Treatment","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Centre Hospitalier Universitaire de Sherbrooke; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Cyberknife; Lung cancer; Pneumonitis; Idiopathic pulmonary fibrosis; Lung; Stage (stratigraphy); Radiation therapy; Internal medicine; Retrospective cohort study; Fibrosis; Radiosurgery; Radiology; Oncology; Nuclear medicine","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":[0.001167404,0.0001200777,0.0002038281,0.0002167014,0.0002848779,0.0005780543,0.0002226094,0.0004694324,0.0006960386],"category_scores_gemma":[0.003962714,0.00005790692,0.0002026932,0.0002567745,0.0004989535,0.0003873094,0.0003101302,0.0004369564,0.0002240933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323507,"about_ca_system_score_gemma":0.0002193638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004465349,"about_ca_topic_score_gemma":0.0014858,"domain_scores_codex":[0.9994205,0.0002325875,0.0000557706,0.00006917674,0.000120642,0.0001012409],"domain_scores_gemma":[0.9979983,0.0005462962,0.0008387368,0.0002425215,0.0001460595,0.0002280585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006064692,0.00005476326,0.9142662,0.00005954759,0.00005612334,0.008378288,0.0004999095,0.0003622652,0.001646483,0.0002062312,0.001163572,0.0727002],"study_design_scores_gemma":[0.00001780183,0.0009506745,0.9682497,0.000063334,0.00005185163,0.02533242,0.0006450778,0.000448621,0.0006641466,0.0009104989,0.002645988,0.00001988959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938407,0.001322396,0.0009815245,0.001677255,0.000037514,0.00001139893,0.00006172249,0.00002416106,0.002043208],"genre_scores_gemma":[0.9993093,0.0001314073,0.0002000847,0.0001517531,0.00004215098,0.000003150594,0.00004273562,0.000005381507,0.0001140189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001167404,"threshold_uncertainty_score":0.006173909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0575971430698007,"score_gpt":0.4055247236354684,"score_spread":0.3479275805656677,"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."}}