{"id":"W2941467697","doi":"10.1093/annonc/mdz122","title":"Prognostic value of circulating tumour cells in limited-stage small-cell lung cancer: analysis of the concurrent once-daily versus twice-daily radiotherapy (CONVERT) randomised controlled trial","year":2019,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Cancer Society Research Institute; Cancer Research UK","keywords":"Medicine; Radiation therapy; Oncology; Lung cancer; Stage (stratigraphy); Randomized controlled trial; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001683925,0.0002722076,0.002831939,0.0005183615,0.00003994041,0.000006185086,0.0003651285,0.0001849711,0.0002278592],"category_scores_gemma":[0.00109988,0.0001895458,0.0008993736,0.001149372,0.0003248986,0.00005135571,0.0001071694,0.0003944968,0.00000130014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000315112,"about_ca_system_score_gemma":0.001492184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578612,"about_ca_topic_score_gemma":0.0004350587,"domain_scores_codex":[0.9961686,0.0009285114,0.001359553,0.0004159623,0.0006115775,0.0005158003],"domain_scores_gemma":[0.9933318,0.004146953,0.001292843,0.0004760349,0.0006383667,0.0001139722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7213031,0.00187702,0.1234751,0.001315367,0.01339877,0.00003291343,0.004104749,0.008337076,0.1221369,0.00009269993,0.0007133724,0.003212865],"study_design_scores_gemma":[0.9137161,0.006824321,0.01989695,0.0003657193,0.003560124,7.204574e-7,0.0006200887,0.03567684,0.01847489,0.000003375961,0.0006465744,0.0002142967],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831913,0.005898138,0.00002336791,0.00126479,0.0008406485,0.006872893,0.0000552178,0.00001327685,0.001840353],"genre_scores_gemma":[0.9963028,0.002516865,0.00005001161,0.0002552268,0.0001153919,0.0003748548,0.000008677103,0.00002670313,0.000349402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.192413,"threshold_uncertainty_score":0.7729452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06480225364933935,"score_gpt":0.4011862293424574,"score_spread":0.3363839756931181,"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."}}