{"id":"W3211473910","doi":"10.1002/cam4.4427","title":"Effect of targeted therapy and immunotherapy on advanced nonsmall‐cell lung cancer outcomes in the real world","year":2021,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Internal medicine; Oncology; Immunotherapy; Lung cancer; Targeted therapy; Systemic therapy; Chemotherapy; Progressive disease; Stage (stratigraphy); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002471333,0.0001301093,0.0003428923,0.0003493145,0.0002169286,0.0008693389,0.0002884076,0.0004173975,0.0009469633],"category_scores_gemma":[0.0057517,0.00007007442,0.0006428785,0.0004001712,0.0004359536,0.0009558093,0.0006410256,0.0004524217,0.0001323107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006921834,"about_ca_system_score_gemma":0.0004603612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301446,"about_ca_topic_score_gemma":0.002632242,"domain_scores_codex":[0.9981993,0.0009004601,0.0001229472,0.0002322291,0.0002830256,0.0002620651],"domain_scores_gemma":[0.9948424,0.001544794,0.002484913,0.0001767173,0.0002314556,0.0007198089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01199335,0.0007694993,0.9462267,0.000100025,0.0007195707,0.0001627858,0.0001136122,0.001489725,0.0005990896,0.000222916,0.0006091475,0.03699367],"study_design_scores_gemma":[0.0001339469,0.004889186,0.9925551,0.00002185229,0.0001971158,0.0001522548,0.0001911967,0.0009179772,0.0001526733,0.0001826377,0.0005951608,0.00001089295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977458,0.001113887,0.00006120282,0.0002652219,0.0000164178,0.000008605186,0.0001777261,0.00000231365,0.0006087327],"genre_scores_gemma":[0.9994504,0.0001825024,0.0000270996,0.00005084441,0.00002838489,0.000006019166,0.0001708304,9.177218e-7,0.00008305733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002471333,"threshold_uncertainty_score":0.01306981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172182587078692,"score_gpt":0.3739416476411596,"score_spread":0.3622198217703727,"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."}}