{"id":"W1974498632","doi":"10.1016/s0169-5002(03)00300-3","title":"Induction treatment before surgery for non-small cell lung cancer","year":2003,"lang":"en","type":"review","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Stage (stratigraphy); Induction chemotherapy; Radiation therapy; Clinical trial; Disease; Chemotherapy; Randomized controlled trial; Lung cancer; Surgery; Standard of care; Oncology; Cancer; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016206,0.001004891,0.003169649,0.0003075167,0.0001777426,0.00005313285,0.0001218608,0.0005997006,0.0005937388],"category_scores_gemma":[0.00001142654,0.0007050469,0.001727854,0.00042878,0.00004568497,0.000076985,0.00002794483,0.0002984984,0.00001627773],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009428688,"about_ca_system_score_gemma":0.003794608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680951,"about_ca_topic_score_gemma":0.001012055,"domain_scores_codex":[0.996844,0.00007136409,0.0008626574,0.001112275,0.0003138211,0.0007958664],"domain_scores_gemma":[0.9978771,0.000212874,0.0006315014,0.0007516539,0.0001925273,0.0003343984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004909066,0.0005347181,0.007330692,0.06674134,0.003131905,0.00004492222,0.0001883503,0.000006059602,3.227643e-7,0.00001298135,0.06918621,0.8527734],"study_design_scores_gemma":[0.001571326,0.0002527304,0.0001575615,0.03037232,0.02051258,0.00002487049,0.00001117529,0.00003100399,0.00004078802,0.000002969058,0.9464653,0.000557375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002805838,0.9867733,0.00003070785,0.0002949186,0.004159516,0.006825255,0.0007482372,0.00008461691,0.0008028864],"genre_scores_gemma":[0.00005822791,0.9558378,0.0001813407,0.0002539076,0.002364519,0.02755818,0.000730413,0.0002584521,0.01275717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8772791,"threshold_uncertainty_score":0.9995401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04540205712742559,"score_gpt":0.3675593002565891,"score_spread":0.3221572431291635,"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."}}