{"id":"W2533769573","doi":"10.1016/j.chest.2016.10.007","title":"Immunotherapy for Lung Malignancies","year":2016,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Immunotherapy; Immune system; Lung cancer; Immune checkpoint; Blockade; Cancer research; Cancer; Mutation; Immunity; Immunology; Targeted therapy; Oncology; Biology; Internal medicine; Receptor; Gene; Genetics","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":[0.0002250525,0.0002599465,0.0005433001,0.00005214363,0.0001196678,0.00008569279,0.0003232108,0.000280132,0.00004054484],"category_scores_gemma":[0.0001044182,0.0001802923,0.0006452284,0.00003155235,0.00004641937,0.000001715552,0.00005453048,0.0001310147,0.000009590407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007038414,"about_ca_system_score_gemma":0.0005856924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.514773e-7,"about_ca_topic_score_gemma":0.000001019823,"domain_scores_codex":[0.9990159,0.00002708474,0.000379965,0.0002252016,0.00007265127,0.0002792432],"domain_scores_gemma":[0.9991269,0.00005865274,0.0003399535,0.0002768771,0.0001038457,0.00009373506],"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":[0.00001674359,0.00001750017,0.000002422042,0.001885932,0.0002471789,0.000004495656,0.000006511543,2.97916e-7,0.0005448599,0.00007530779,0.03022969,0.9669691],"study_design_scores_gemma":[0.0003485416,0.0001119551,0.000001198109,0.002191663,0.000119318,0.0002480205,0.000002646503,2.979069e-7,0.0002037358,0.00007936144,0.9964287,0.0002645436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008383548,0.9907924,0.007584178,0.00003975833,0.0008662875,0.0002843101,0.0001724155,0.000003459108,0.0002487989],"genre_scores_gemma":[0.000002752344,0.9941036,0.001039142,0.0001012189,0.003178903,0.00006754274,0.00008408828,0.00007393566,0.00134879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9667045,"threshold_uncertainty_score":0.7352107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494717068157045,"score_gpt":0.3199589438152267,"score_spread":0.2950117731336562,"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."}}