{"id":"W2946672264","doi":"10.21873/anticanres.11745","title":"Histology-based Combination Induction Chemotherapy for Elderly Patients with Clinical Stage III Non-small Cell Lung Cancer","year":2017,"lang":"en","type":"article","venue":"Anticancer Research","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Pemetrexed; Gemcitabine; Carboplatin; Adenocarcinoma; Chemotherapy; Lung cancer; Stage (stratigraphy); Internal medicine; Histology; Induction chemotherapy; Radiation therapy; Oncology; Surgery; Cancer; Gastroenterology; Cisplatin","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":[0.0006471499,0.0001544524,0.0003639102,0.0001212201,0.0005356697,0.00007344127,0.0001988715,0.0001423636,0.0001504339],"category_scores_gemma":[0.00005833717,0.000115561,0.0001000617,0.00009711417,0.0003440919,0.0001088188,0.00003204363,0.0003436189,0.000006828017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006876006,"about_ca_system_score_gemma":0.0008530693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931172,"about_ca_topic_score_gemma":0.0005768549,"domain_scores_codex":[0.9981979,0.00006293165,0.0002697075,0.0005063355,0.0005075592,0.000455615],"domain_scores_gemma":[0.9979821,0.0001635736,0.000186548,0.0006789496,0.0008249611,0.0001638487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002092885,0.001648568,0.9609569,0.0003392565,0.00016683,0.000007080422,0.0001130023,0.000003970854,0.00006309742,0.00008238389,0.008028446,0.02649759],"study_design_scores_gemma":[0.02661704,0.003720032,0.9536483,0.0003482783,0.0001464505,2.297476e-7,0.00003204381,0.0009574485,0.004303387,0.00002405536,0.01004381,0.0001589462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876045,0.0002012595,0.0003545661,0.007719672,0.000366665,0.002584066,0.00003161804,0.00002216905,0.001115495],"genre_scores_gemma":[0.9953549,0.0004441708,0.0005869549,0.0003363834,0.0002329267,0.001055628,0.00005781537,0.00004260062,0.001888606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02633864,"threshold_uncertainty_score":0.4712439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0834931103115007,"score_gpt":0.4571136585712398,"score_spread":0.3736205482597391,"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."}}