{"id":"W7112335456","doi":"","title":"Systemic therapies in metastatic non-small-cell lung cancer with emphasis on targeted therapies: the rational approach","year":2010,"lang":"en","type":"article","venue":"PubMed Central","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Erlotinib; Bevacizumab; Targeted therapy; Lung cancer; Maintenance therapy; Regimen; Disease; Chemotherapy","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":[0.0001914165,0.0001905075,0.0002290846,0.00008045162,0.0001136117,0.00004556107,0.0001054943,0.00004440615,0.0001020171],"category_scores_gemma":[0.0000125495,0.0001000573,0.00006355687,0.0002313414,0.00007087752,0.00008611082,0.000007721352,0.0002596949,0.000002656861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002688778,"about_ca_system_score_gemma":0.0004775085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003524397,"about_ca_topic_score_gemma":0.0004767938,"domain_scores_codex":[0.9986067,0.00005050432,0.00019601,0.0002577186,0.0002636784,0.0006254031],"domain_scores_gemma":[0.9993908,0.00007298884,0.00008448899,0.0002457438,0.00005056733,0.0001553796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001067302,0.002146872,0.9110732,0.0005096062,0.0029724,0.00006326674,0.0554616,0.002557168,0.004028473,0.001731812,0.001373626,0.01701468],"study_design_scores_gemma":[0.00799461,0.0001388863,0.9805144,0.0001144675,0.0007720036,0.00006163928,0.004455077,0.002082237,0.001367659,0.00002563809,0.002192221,0.0002811458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99194,0.001825019,0.0003666934,0.001609548,0.0003718879,0.002120962,0.00004366568,0.00003522051,0.001687004],"genre_scores_gemma":[0.9947807,0.0001738513,0.0008810044,0.0005289314,0.0002245366,0.00258307,0.00007715428,0.00003066863,0.0007201497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06944122,"threshold_uncertainty_score":0.4080217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273291391533462,"score_gpt":0.2635206116019225,"score_spread":0.2507876976865879,"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."}}