{"id":"W2089171902","doi":"10.1002/cncr.25341","title":"Utilization of prophylactic cranial irradiation in patients with limited stage small cell lung carcinoma","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prophylactic cranial irradiation; Stage (stratigraphy); Lung; Small Cell Lung Carcinoma; Carcinoma; Oncology; Small-cell carcinoma; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007108595,0.00009026315,0.0001718327,0.0001258757,0.00002685395,0.000006239951,0.00004942085,0.00005036508,0.0001185832],"category_scores_gemma":[0.00007475536,0.00006886129,0.00001919861,0.0002848628,0.00006108764,0.00007070586,0.00002045752,0.0002039758,0.000001749783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032608,"about_ca_system_score_gemma":0.000300508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005564842,"about_ca_topic_score_gemma":0.0008785327,"domain_scores_codex":[0.9992062,0.00002105276,0.0001505338,0.0001745907,0.000269796,0.0001778311],"domain_scores_gemma":[0.9993658,0.00002324631,0.0000884705,0.0001783092,0.0002837882,0.00006037828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00070835,0.0001444294,0.992162,0.0005592391,0.00001591712,0.000003492789,0.0006753797,0.00002407489,0.003639183,0.00001063018,0.00009191687,0.001965326],"study_design_scores_gemma":[0.003699548,0.0003293298,0.990042,0.00005231812,0.00004172712,1.214681e-7,0.00004261778,0.00061807,0.00478732,0.000002045311,0.0003134124,0.00007144509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997762,0.0002201869,0.00002055866,0.0001158662,0.0001522084,0.000841472,0.00002176942,0.00001443442,0.0008514799],"genre_scores_gemma":[0.999117,0.00002489087,0.0001168154,0.00004624828,0.00008283643,0.00008642309,0.0000235718,0.00001867002,0.0004835114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002991198,"threshold_uncertainty_score":0.2808082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178873175386382,"score_gpt":0.2982805176712885,"score_spread":0.2764917859174247,"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."}}