{"id":"W2015777739","doi":"10.1186/1471-2407-14-934","title":"Functional lung avoidance for individualized radiotherapy (FLAIR): study protocol for a randomized, double-blind clinical trial","year":2014,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Cancer Care Ontario; Western University","funders":"Government of Ontario; Canadian Lung Association; Ontario Institute for Cancer Research","keywords":"Medicine; Radiation therapy; Lung cancer; Lung; Chemoradiotherapy; Randomized controlled trial; Clinical trial; Radiology; Oncology; Internal medicine","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":[0.02592306,0.009027306,0.01134085,0.001900212,0.003549556,0.003781464,0.003766092,0.008538451,0.05381672],"category_scores_gemma":[0.02533764,0.003208038,0.003114952,0.002854826,0.005201481,0.003687737,0.002159303,0.007394441,0.01088223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00315527,"about_ca_system_score_gemma":0.01344596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053792,"about_ca_topic_score_gemma":0.002216596,"domain_scores_codex":[0.9834297,0.009529212,0.001422265,0.001804924,0.001764848,0.002049079],"domain_scores_gemma":[0.9874799,0.003063335,0.003054423,0.002293737,0.001995589,0.002113158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9655045,0.01444936,0.0002501301,0.002633808,0.0005257429,0.00008681367,0.0001065434,0.0007210781,0.001398218,0.001049337,0.00435364,0.008920867],"study_design_scores_gemma":[0.9663805,0.0238278,0.0004473859,0.0003410081,0.0002040405,0.0000239929,0.00002496064,0.0008512232,0.0003813912,0.001025765,0.006447996,0.00004386657],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007791111,0.0004620455,0.00260811,0.0003378314,0.0008147348,0.9856371,0.0009496916,0.0002136075,0.001185772],"genre_scores_gemma":[0.005870272,0.0001721439,0.0029991,0.0003244766,0.0001352599,0.9896526,0.0001468948,0.00001367943,0.0006856044],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05381672,"threshold_uncertainty_score":0.1800349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302286278444839,"score_gpt":0.4829224279165228,"score_spread":0.3526938000720389,"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."}}