{"id":"W2769343437","doi":"10.21037/jtd.2017.11.23","title":"Surgery for small cell lung cancer in the modern era: opportunities and challenges","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Lung cancer; Lung; Surgery; General surgery; Oncology; 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":[0.001305054,0.000288429,0.0008503083,0.0003735571,0.000150502,0.0001136036,0.0003669887,0.0001710316,0.00001897235],"category_scores_gemma":[0.0005397832,0.0001748171,0.0003867352,0.0000319114,0.0001917274,0.0001587878,0.00009174154,0.001324016,3.384072e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843937,"about_ca_system_score_gemma":0.001676851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002746472,"about_ca_topic_score_gemma":0.00002335507,"domain_scores_codex":[0.9979321,0.0002066044,0.0004706001,0.0002367056,0.0007244803,0.0004294948],"domain_scores_gemma":[0.9973326,0.0009018836,0.0006673904,0.0004594551,0.000402117,0.0002365885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00112244,0.000102516,0.002553349,0.02410482,0.0004403349,0.009198262,0.0008941023,0.000003515708,0.000001832567,0.000002273167,0.9237051,0.03787144],"study_design_scores_gemma":[0.001543825,0.0002998073,0.0234205,0.01610807,0.00418242,0.0002588583,0.0009637787,0.000358446,0.00001252405,0.001397341,0.9507862,0.0006682811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004479595,0.2538037,0.00001192646,0.7400925,0.0003715749,0.0005888733,0.0002019645,0.000005551397,0.000444335],"genre_scores_gemma":[0.07094935,0.700326,0.0001539408,0.1968496,0.01930598,0.0006554799,0.00006770007,0.0002010888,0.01149089],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5432429,"threshold_uncertainty_score":0.7128833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1825703947129138,"score_gpt":0.412831140887854,"score_spread":0.2302607461749402,"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."}}