{"id":"W2217879225","doi":"10.1016/j.cllc.2015.12.011","title":"Patients With Advanced Non–Small Cell Lung Cancer Requiring Inpatient Medical Oncology Consultation: Characteristics, Referral Patterns, and Outcomes","year":2015,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Internal medicine; Hazard ratio; Lung cancer; Odds ratio; Proportional hazards model; Confidence interval; Multivariate analysis; Chemotherapy; Population; Performance status; Retrospective cohort study; Oncology","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":[0.0003697084,0.000168865,0.0003370932,0.0008289515,0.0005571024,0.0007142036,0.0003752801,0.0007598759,0.003303892],"category_scores_gemma":[0.002992223,0.0002422712,0.0005050795,0.001615737,0.000294721,0.0009512179,0.0006621533,0.0008045592,0.0003383729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007759195,"about_ca_system_score_gemma":0.0006361269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007374239,"about_ca_topic_score_gemma":0.01259838,"domain_scores_codex":[0.9994261,0.0001081309,0.00008152348,0.00009055051,0.00009159151,0.0002021263],"domain_scores_gemma":[0.9980419,0.0003339065,0.0008943211,0.00004782085,0.0001886843,0.0004933114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003990271,0.00002976379,0.9992548,0.000003160515,0.00001129639,0.00006896885,0.00004887132,0.00001348036,0.00004390529,0.00001017847,0.00008651523,0.0003893193],"study_design_scores_gemma":[0.0000040073,0.00004189959,0.9987897,0.000005619994,0.00000638176,0.0003435929,0.000561753,0.0001174547,0.000016399,0.00002973232,0.00008012483,0.000003293424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986736,0.0001697599,0.00002516397,0.000172575,0.000004949459,0.000006047779,0.0003567236,0.000002484848,0.0005886899],"genre_scores_gemma":[0.9993916,0.00008071812,0.00002870128,0.00005603442,0.000008438538,0.000005371811,0.0003357824,0.000001203579,0.00009219829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007374239,"threshold_uncertainty_score":0.01466262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075793818615361,"score_gpt":0.4070222253813986,"score_spread":0.366264287195245,"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."}}