{"id":"W1982550511","doi":"10.1007/s12672-015-0218-1","title":"Androgen Pathway Manipulation and Survival in Patients with Lung Cancer","year":2015,"lang":"en","type":"article","venue":"Hormones and Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Lung cancer; Internal medicine; Cancer registry; Cancer; Proportional hazards model; Oncology; Retrospective cohort study; Epidemiology; Cohort; Population; Prostate cancer; Hazard ratio; Cohort study; Gynecology","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":[0.0001985954,0.0001183486,0.000312846,0.0001693835,0.0001850196,0.0004387907,0.0001420948,0.0002653279,0.001439621],"category_scores_gemma":[0.0008544559,0.000072351,0.0004180084,0.0003315949,0.0001550413,0.000252744,0.0001604835,0.0005150818,0.000131673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003584512,"about_ca_system_score_gemma":0.0003164985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435206,"about_ca_topic_score_gemma":0.003914022,"domain_scores_codex":[0.9998795,0.00003121183,0.00001005592,0.00001721997,0.00002701233,0.00003501257],"domain_scores_gemma":[0.9996952,0.00009169553,0.0001107095,0.00001404071,0.00002219062,0.00006626619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0107371,0.0005567999,0.8672139,0.0002086791,0.0007599246,0.000413762,0.00009885924,0.0004901356,0.005152879,0.0002688385,0.001883212,0.112216],"study_design_scores_gemma":[0.0002765851,0.003257534,0.9890542,0.00005425257,0.0006640761,0.0007424523,0.0002124109,0.0003081195,0.0009524897,0.0004428175,0.004022612,0.00001232953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713259,0.02452296,0.00009364606,0.0008212344,0.0000976609,0.000009635182,0.0004603767,0.0000161621,0.002652422],"genre_scores_gemma":[0.9958863,0.002758224,0.00005191744,0.0002381414,0.00005997047,0.000004181093,0.0003027964,0.000001999315,0.0006964865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001439621,"threshold_uncertainty_score":0.004816055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686839455631103,"score_gpt":0.2968106626372282,"score_spread":0.2799422680809172,"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."}}