{"id":"W4287845687","doi":"10.1016/j.ijrobp.2022.07.025","title":"Patient-Reported and Clinical Outcomes From 5-Fraction SBRT for Oligometastases: A Prospective Single-Institution Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Medical physics; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007980829,0.0001766901,0.0005970795,0.000158756,0.0001732361,0.00002468875,0.0001159439,0.00008654433,0.00007729605],"category_scores_gemma":[0.0007275074,0.0001473102,0.0003128164,0.0001225265,0.0001110461,0.0002062088,0.00008496338,0.0003991411,0.000003125328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233038,"about_ca_system_score_gemma":0.0003829046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007227665,"about_ca_topic_score_gemma":0.00001047744,"domain_scores_codex":[0.9977942,0.0003801901,0.001027694,0.0003065712,0.0003412114,0.0001501429],"domain_scores_gemma":[0.9968746,0.0008157992,0.001465843,0.0001433823,0.0005865343,0.0001138232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001678695,0.005022472,0.8477764,0.000002197016,0.003422826,0.0001095901,0.0003623498,0.0001361406,0.0001999659,0.0009374965,0.0002731448,0.1400788],"study_design_scores_gemma":[0.03309275,0.02448256,0.896175,0.00002494286,0.002132312,0.0004750944,0.002190569,0.0009450858,0.000340902,0.01119827,0.02867086,0.0002716729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983836,0.0002097625,0.01024562,0.001458306,0.002816894,0.001018364,0.0003131358,0.0000285428,0.00007338243],"genre_scores_gemma":[0.9932973,0.00006939509,0.004541464,0.000813857,0.0008673218,0.00009247256,0.0002856493,0.00001937111,0.00001313253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1398071,"threshold_uncertainty_score":0.6007136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.051167432927221,"score_gpt":0.3884146592341042,"score_spread":0.3372472263068832,"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."}}