{"id":"W2015102817","doi":"10.3816/clc.2009.n.044","title":"Cooperative Group Research Endeavors in Small-Cell Lung Cancer: Current and Future Directions","year":2009,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Lung cancer; Etoposide; Clinical trial; Oncology; Radiation therapy; Internal medicine; Clinical Oncology; Chemotherapy; Intensive care medicine; Cancer; Family 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":[0.001657172,0.0002705457,0.000711962,0.0002720167,0.0003197545,0.00005463053,0.0001988398,0.0002114097,0.0002561687],"category_scores_gemma":[0.0004344984,0.0002143667,0.0001425379,0.001021334,0.0004584606,0.0001190518,0.0001789112,0.002288332,0.000007053382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052441,"about_ca_system_score_gemma":0.000900543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008711052,"about_ca_topic_score_gemma":0.003706042,"domain_scores_codex":[0.99655,0.0005038437,0.0006750258,0.0008665646,0.0005684459,0.0008361836],"domain_scores_gemma":[0.9977667,0.0007308642,0.00008950057,0.0004167487,0.0005246168,0.0004716191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009328255,0.001017924,0.634261,0.0006691248,0.0002577962,0.00008096568,0.001699636,0.00001307601,0.0001893518,0.0005545582,0.07935268,0.2809711],"study_design_scores_gemma":[0.005295976,0.0008806777,0.6517183,0.001312078,0.0001976592,0.000005243302,0.0004977786,0.001588292,0.0001243023,0.0001248861,0.3378616,0.0003932598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5920405,0.3658638,0.00001813907,0.03126798,0.002280868,0.002792381,0.00008836197,0.0001232788,0.005524659],"genre_scores_gemma":[0.5708809,0.4190046,0.0001471394,0.001074627,0.005253263,0.001032584,0.0000195212,0.0000478391,0.002539488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2805779,"threshold_uncertainty_score":0.9941791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09840935802406386,"score_gpt":0.519429932824909,"score_spread":0.4210205748008451,"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."}}