{"id":"W6925082526","doi":"10.15562/tcp.79","title":"Palliative Radiotherapy Efficacy on Overall Survival in Advance Lung Cancer Palliative Radiotherapy in Lung Cancer","year":2019,"lang":"en","type":"article","venue":"The Cancer Press","topic":"Numerical methods in engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lung cancer; Overall survival; Radiation therapy; Palliative care; Survival analysis; Survival rate; Chemotherapy; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001213341,0.0001738922,0.0004647875,0.0002473656,0.0001055704,0.0002742339,0.000189471,0.0003189,0.002937491],"category_scores_gemma":[0.003475906,0.0000630775,0.0009269101,0.0001971724,0.000274075,0.0003696465,0.0003247955,0.0006547961,0.000205857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042992,"about_ca_system_score_gemma":0.000226664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004560771,"about_ca_topic_score_gemma":0.0006384474,"domain_scores_codex":[0.9996295,0.0001822878,0.00003014722,0.00004791391,0.00005897256,0.00005112311],"domain_scores_gemma":[0.9974256,0.001582267,0.0003954744,0.0001335362,0.0002001896,0.0002628954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06073079,0.001234365,0.4759902,0.002789518,0.003051375,0.000734945,0.0009822639,0.06541973,0.01836929,0.008233105,0.005950311,0.3565142],"study_design_scores_gemma":[0.0005412557,0.01185185,0.9497827,0.0003186525,0.00328684,0.001057882,0.0004719489,0.01256174,0.005706975,0.004781653,0.00959545,0.0000430928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759184,0.01441843,0.001488685,0.0007734154,0.0001065743,0.00002133801,0.0005000226,0.00002479876,0.006748388],"genre_scores_gemma":[0.9982716,0.0006803378,0.0001117393,0.00006547572,0.00004660439,0.000009047864,0.0001961572,0.000007925824,0.0006110819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002937491,"threshold_uncertainty_score":0.009826899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887382350980205,"score_gpt":0.3419383493687798,"score_spread":0.3230645258589778,"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."}}