{"id":"W4304789888","doi":"10.54097/hset.v14i.1845","title":"Lung Adenocarcinoma treatment: Traditional therapy and Immunotherapy","year":2022,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Lung cancer; Adenocarcinoma; Medicine; Immunotherapy; Oncology; Radiation therapy; Chemotherapy; Incidence (geometry); Internal medicine; Cancer","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":[0.00006356758,0.00008470763,0.000120609,0.0005339227,0.0002129026,0.00001258494,0.00005833043,0.00002793725,0.00001984455],"category_scores_gemma":[0.000004569324,0.00006581485,0.00001141477,0.0006353505,0.0001755269,0.00006050576,0.00002193179,0.00008126926,0.000001006808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036017,"about_ca_system_score_gemma":0.00009002525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002092829,"about_ca_topic_score_gemma":0.000001045044,"domain_scores_codex":[0.9994038,0.000003691978,0.00008577348,0.0002258586,0.0001138043,0.0001670211],"domain_scores_gemma":[0.9997933,0.00001913237,0.00001568573,0.0001198094,0.00001344013,0.00003862479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001545998,0.0009523212,0.1120655,0.00003182506,0.0002466296,0.0004199402,0.004539457,0.0007477221,0.106937,0.7032696,0.0001657178,0.07046964],"study_design_scores_gemma":[0.01974314,0.006461321,0.7208015,0.0001000381,0.0001143654,0.003203002,0.001415845,0.02409709,0.03168655,0.004663428,0.1868091,0.0009046292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888661,0.006886128,0.00002576169,0.003600916,0.0001191669,0.0001948532,0.000009293146,0.00009138368,0.0002064232],"genre_scores_gemma":[0.9977923,0.001027158,0.0008531727,0.00003619199,0.00001852149,0.0001537215,0.00000420269,0.000007527933,0.0001071924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6986062,"threshold_uncertainty_score":0.2683851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512609443313968,"score_gpt":0.2603800402630211,"score_spread":0.2452539458298815,"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."}}