{"id":"W1999680494","doi":"10.1002/ssu.10031","title":"Palliative therapy for lung cancer","year":2003,"lang":"en","type":"review","venue":"Seminars in Surgical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Medical Research Council","keywords":"Medicine; Palliative care; Radiation therapy; Lung cancer; Disease; Brachytherapy; Quality of life (healthcare); Intensive care medicine; Chemotherapy; Cancer; Modalities; Oncology; Surgery; Internal medicine; Nursing","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":[0.0003488075,0.0007671874,0.001083599,0.001491949,0.0003491495,0.0006607377,0.0006325335,0.0008904982,0.005545082],"category_scores_gemma":[0.0004893419,0.0001415507,0.0004269085,0.001396803,0.0004494756,0.0008476724,0.0006028581,0.001341467,0.003525187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719972,"about_ca_system_score_gemma":0.000455602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004984575,"about_ca_topic_score_gemma":0.001649182,"domain_scores_codex":[0.9998494,0.000042494,0.00001658153,0.00002465521,0.00005564134,0.00001110411],"domain_scores_gemma":[0.9998654,0.00006722008,0.00002706254,0.000006913058,0.00002098187,0.00001240865],"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":[0.00004262745,0.00006179492,0.0002177327,0.01246529,0.00008296776,0.0008603932,0.0001169215,0.0002612787,0.002332126,0.002234027,0.02222705,0.9590978],"study_design_scores_gemma":[0.0000330765,0.0001447513,0.001980033,0.00485633,0.0000850546,0.01234143,0.000106583,0.00008016962,0.0005758692,0.002218742,0.9775611,0.00001689202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001552254,0.9972708,0.0001860022,0.0001617659,0.0001433277,0.000004960915,0.000007896869,0.000007406898,0.002062589],"genre_scores_gemma":[0.001895622,0.9957334,0.0003646839,0.0003956174,0.0001855524,0.000009878567,0.0000262436,0.000002032733,0.00138693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005545082,"threshold_uncertainty_score":0.01855016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0932483569668665,"score_gpt":0.4823868023234056,"score_spread":0.3891384453565391,"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."}}