{"id":"W4242673250","doi":"10.3389/fonc.2017.00038","title":"Current Treatment Algorithms for Patients with Metastatic Non-Small Cell, Non-Squamous Lung Cancer","year":2017,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Lung cancer; Oncology; Immunotherapy; Internal medicine; Cancer; Lung; Cancer research; Algorithm; Computer science","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":[0.0006212232,0.0005882868,0.0007371686,0.001259687,0.0002677599,0.0007145559,0.0009523632,0.0008693261,0.003035055],"category_scores_gemma":[0.001043764,0.0001377769,0.0007090014,0.000870146,0.0003584074,0.001063016,0.0005779804,0.001522617,0.001520333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008038994,"about_ca_system_score_gemma":0.001193988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008157324,"about_ca_topic_score_gemma":0.001933042,"domain_scores_codex":[0.9997565,0.00004797213,0.00005863392,0.00003734698,0.00008318084,0.0000163903],"domain_scores_gemma":[0.9996912,0.0001288662,0.00005747327,0.000007452912,0.00009491368,0.00002011227],"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":[0.00005392368,0.0000532378,0.0002666491,0.007631056,0.00005101124,0.00008647358,0.00004230198,0.0005659321,0.000462133,0.006688842,0.0333885,0.9507098],"study_design_scores_gemma":[0.00003344303,0.000102512,0.001318362,0.009657277,0.0001791009,0.0014828,0.00008406983,0.0003854581,0.0004455078,0.00835374,0.9779318,0.00002584085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004612779,0.9861054,0.002301962,0.004177149,0.0006188303,0.00006367168,0.0001397531,0.00005708924,0.00607489],"genre_scores_gemma":[0.00266956,0.9885681,0.004432799,0.001632036,0.0003415691,0.00007770029,0.0002738918,0.000008175527,0.001996213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003035055,"threshold_uncertainty_score":0.01015329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05532866719822796,"score_gpt":0.438668886312658,"score_spread":0.3833402191144301,"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."}}