{"id":"W4366245575","doi":"10.1016/j.adro.2023.101243","title":"Endobronchially Implanted Real-Time Electromagnetic Transponder Beacon–Guided, Respiratory-Gated SABR for Moving Lung Tumors: A Prospective Phase 1/2 Cohort Study","year":2023,"lang":"en","type":"article","venue":"Advances in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba; Manitoba Health","funders":"Varian Medical Systems","keywords":"SABR volatility model; Medicine; Nuclear medicine; Lung cancer; Radiology; Lung; Radiation therapy; Internal 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":[0.001703614,0.0008781587,0.0006385935,0.0002806754,0.0005401135,0.0009193167,0.000464778,0.0006237511,0.001259446],"category_scores_gemma":[0.001290739,0.0005066632,0.001005341,0.0002730922,0.0005559238,0.0006025918,0.0003105385,0.0008993282,0.0006126866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004370196,"about_ca_system_score_gemma":0.0007931927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380228,"about_ca_topic_score_gemma":0.001974684,"domain_scores_codex":[0.9994025,0.0001688605,0.00004262291,0.0001827216,0.0001113865,0.00009180971],"domain_scores_gemma":[0.9992297,0.0001405638,0.0001840936,0.0001919916,0.00009242728,0.0001613392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08749602,0.0170502,0.8165216,0.0002305492,0.00182742,0.001007414,0.0009782356,0.00158687,0.0404834,0.0001684301,0.002135456,0.03051441],"study_design_scores_gemma":[0.01809308,0.200706,0.7574028,0.00004760284,0.002301372,0.002712565,0.0007775622,0.002495154,0.009574417,0.0002678939,0.005505602,0.0001159932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985525,0.0001712998,0.0004260483,0.00002205367,0.00001127588,0.000195865,0.0003994112,0.00001030035,0.0002112311],"genre_scores_gemma":[0.9968459,0.0001755209,0.0005289186,0.0001489047,0.00003777045,0.00026999,0.001350183,0.00002135244,0.0006213692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001703614,"threshold_uncertainty_score":0.009009719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008766600589355997,"score_gpt":0.3626138754674579,"score_spread":0.3538472748781019,"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."}}