{"id":"W2052267217","doi":"10.1097/jto.0b013e31820c2f2e","title":"Characteristics and Outcomes of Small Cell Lung Cancer Patients Diagnosed During Two Lung Cancer Computed Tomographic Screening Programs in Heavy Smokers","year":2011,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Stage (stratigraphy); Lung cancer screening; Retrospective cohort study; Lung cancer; Radiation therapy; Cancer; Computed tomographic; Interim; Computed tomography; Disease; Interim analysis; Radiology; Clinical trial; 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":[0.0005574096,0.000221827,0.001084735,0.0005390174,0.00007082178,0.00001196258,0.0001819747,0.0001223194,0.00003629517],"category_scores_gemma":[0.0001398047,0.00017314,0.000149815,0.0003884302,0.0002169168,0.0001246291,0.000164714,0.0006464188,1.309474e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005045865,"about_ca_system_score_gemma":0.0003627501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284783,"about_ca_topic_score_gemma":0.0007885345,"domain_scores_codex":[0.9978408,0.0001990721,0.0008810671,0.00022437,0.0003884616,0.000466204],"domain_scores_gemma":[0.9979695,0.0001839339,0.0008797362,0.0001494912,0.0005782444,0.0002391125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002153968,0.0007612366,0.9616409,0.001024281,0.000566371,0.0003512326,0.00293561,0.00001045421,0.0002959167,9.188522e-7,0.00006504961,0.03019409],"study_design_scores_gemma":[0.003975003,0.001103184,0.9912524,0.00121909,0.0005108319,0.0000238049,0.0002841943,0.000406012,0.00101754,0.000004289063,0.00005888847,0.0001447727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946595,0.003514239,0.00005052658,0.0004907654,0.0004853001,0.0006929678,0.00001595726,0.00001318713,0.00007758514],"genre_scores_gemma":[0.9946989,0.00226336,0.002645427,0.0001157163,0.0001495095,0.00005891942,0.000003582524,0.00002950413,0.00003502309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03004932,"threshold_uncertainty_score":0.7060445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04729657512002468,"score_gpt":0.4095889337533747,"score_spread":0.3622923586333501,"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."}}