{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001760382,0.0001530616,0.0003322116,0.0001031001,0.0001125708,0.0001071844,0.0001124144,0.0001065308,0.0005637513],"category_scores_gemma":[0.0003290394,0.00005734006,0.0001964054,0.0001166534,0.00007532049,0.0001001436,0.0001041009,0.0002179131,0.0001383046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618273,"about_ca_system_score_gemma":0.0002301531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003001307,"about_ca_topic_score_gemma":0.001731248,"domain_scores_codex":[0.9999433,0.00002180753,0.000006005239,0.000007795556,0.00001056527,0.00001052695],"domain_scores_gemma":[0.9998697,0.00002429585,0.00005300047,0.00000790877,0.00001094019,0.00003410064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03430236,0.003863553,0.3727132,0.0007089642,0.0004888126,0.001387538,0.0002319891,0.001961215,0.09274548,0.00008222072,0.001939406,0.4895753],"study_design_scores_gemma":[0.005411716,0.1119279,0.8549634,0.0001078392,0.0007280298,0.004470949,0.0001231275,0.002018267,0.01323145,0.00009592371,0.0069021,0.00001918291],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954196,0.003337263,0.000397959,0.00006540022,0.00001508036,0.00007786692,0.00005462986,0.00001367966,0.0006185382],"genre_scores_gemma":[0.9971,0.001631646,0.0007092441,0.00008848299,0.00003886435,0.00004712707,0.0001434905,0.000002211456,0.0002388995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005637513,"threshold_uncertainty_score":0.001885891,"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."}}