{"id":"W2080346361","doi":"10.1097/jto.0b013e318060d2f1","title":"Patterns of Radiotherapy Re-Treatment in Patients with Lung Cancer: A Retrospective, Longitudinal Study","year":2007,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"","keywords":"Medicine; Radiation therapy; Retrospective cohort study; Lung cancer; Cancer; Oncology; Radiology; 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":[0.001129629,0.0002878453,0.0005285013,0.0008719005,0.0008383304,0.0008765461,0.0006368646,0.0008017481,0.001165211],"category_scores_gemma":[0.003591856,0.0004977047,0.0007550785,0.00155951,0.0004412386,0.001151977,0.0006260035,0.001198409,0.0002542977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006986437,"about_ca_system_score_gemma":0.0007503494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152235,"about_ca_topic_score_gemma":0.01150426,"domain_scores_codex":[0.998955,0.000311236,0.000144087,0.0002607915,0.000135963,0.0001928421],"domain_scores_gemma":[0.9963735,0.0005228305,0.001818482,0.0003598341,0.0003868856,0.0005385547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009354673,0.00004147178,0.9993018,0.00000253734,0.00003444668,0.00004241802,0.00008683383,0.0000174511,0.00007814593,0.000006240282,0.00002543525,0.000269673],"study_design_scores_gemma":[0.000006252219,0.0001664438,0.9986224,0.000004050496,0.00003472857,0.0004044991,0.0004711796,0.0001083239,0.00004838278,0.00001217216,0.0001149903,0.000006475507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991678,0.0002523458,0.00006131607,0.0000465759,0.000004742896,0.000007501093,0.0002405881,0.00000281863,0.000216272],"genre_scores_gemma":[0.9994903,0.00007836421,0.00004121089,0.00001991369,0.000004466125,0.000006147068,0.0002615151,0.000002323784,0.00009583326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152235,"threshold_uncertainty_score":0.02291059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855652502070258,"score_gpt":0.4211221488016558,"score_spread":0.4025656237809532,"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."}}