{"id":"W2151968455","doi":"10.1016/j.ijrobp.2014.05.1902","title":"Dosimetry and Survival From an Adaptive Radiation Therapy Clinical Trial for Limited-Stage Small Cell Lung Cancer","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Radiation therapy; Stage (stratigraphy); Radiation treatment planning; Dosimetry; Radiology; Nuclear medicine; Lung cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638318,0.0002138604,0.000700499,0.0001565169,0.0001003737,0.00003947562,0.0003013865,0.0002915526,0.00004332208],"category_scores_gemma":[0.0008788379,0.0001761222,0.0002610876,0.000109029,0.0002230778,0.0002590333,0.00005906056,0.000562111,0.000002652384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006019961,"about_ca_system_score_gemma":0.0008020054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001407371,"about_ca_topic_score_gemma":0.00003239637,"domain_scores_codex":[0.9975381,0.0006404758,0.0008825149,0.0003538074,0.0003273359,0.000257716],"domain_scores_gemma":[0.9952199,0.002360777,0.001113045,0.0001677295,0.00092196,0.0002165394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.05089042,0.001031405,0.5212472,0.00001665479,0.00202429,0.000009003858,0.0006822238,0.0001997433,0.001798647,0.002545726,0.001928743,0.4176259],"study_design_scores_gemma":[0.4146729,0.03596548,0.3141558,0.0001662753,0.0009877669,0.00001947995,0.0004215807,0.0593886,0.007399431,0.008342663,0.1576702,0.0008097215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703311,0.002581218,0.0182815,0.002739036,0.004705653,0.0008363967,0.0002372362,0.00003230424,0.0002555609],"genre_scores_gemma":[0.9751982,0.007325169,0.002509974,0.001517218,0.01308771,0.00006816841,0.0001651182,0.0000400648,0.0000883621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4168162,"threshold_uncertainty_score":0.7182053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08063952840790334,"score_gpt":0.4507701827187228,"score_spread":0.3701306543108194,"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."}}