{"id":"W2080644517","doi":"10.4103/0970-2113.92345","title":"Surgery in limited-disease small-cell lung cancer","year":2012,"lang":"en","type":"article","venue":"Lung India","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Disease; Surgery; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004300067,0.0001800881,0.0003466927,0.0002972853,0.00006765482,0.00001657723,0.00009524662,0.00007315381,0.0004009545],"category_scores_gemma":[0.0002689848,0.0001561371,0.0001145455,0.0004490222,0.00006546693,0.0001377182,0.0001120022,0.0003395638,0.00006040453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005742425,"about_ca_system_score_gemma":0.0004893145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004734982,"about_ca_topic_score_gemma":0.00009379103,"domain_scores_codex":[0.9982423,0.00007456821,0.0002470128,0.0002469771,0.0003706466,0.0008184547],"domain_scores_gemma":[0.9987516,0.0002696139,0.00006025967,0.0003357283,0.00007014712,0.0005126324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001702994,0.0001984995,0.9510077,0.0008553529,0.00008463379,0.0001249583,0.000901701,0.000003541208,0.0001829104,0.00002261503,0.0454536,0.0009942087],"study_design_scores_gemma":[0.0007734295,0.00001369301,0.989314,0.0004171009,0.0001371038,0.000003327828,0.00007379907,0.0002417682,0.0004853974,0.000005100888,0.008348842,0.0001864457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443729,0.04634288,0.00000820263,0.001556272,0.0006160628,0.0006686263,0.00002733198,0.00008444955,0.006323293],"genre_scores_gemma":[0.9931323,0.001970808,0.00007364093,0.0008755081,0.0007320796,0.0003196976,0.0000263984,0.0000415504,0.002828051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04875939,"threshold_uncertainty_score":0.6367088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097137417562413,"score_gpt":0.3396830649898023,"score_spread":0.3087116908141782,"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."}}