{"id":"W2220411013","doi":"10.3747/co.22.2689","title":"Reasons for Palliative Treatments in Stage III Non-Small-Cell Lung Cancer: What Contribution Is Made by Time-Dependent Changes in Tumour or Patient Status?","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Lung cancer; Performance status; Palliative care; Stage (stratigraphy); Weight loss; Retrospective cohort study; Cancer; Cohort; Comorbidity; Internal medicine; Oncology; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001545968,0.0001582621,0.0003630464,0.0005794654,0.0003776885,0.001189573,0.0006125228,0.0005146531,0.002295438],"category_scores_gemma":[0.008514088,0.0001798773,0.0006088565,0.0009001528,0.0005425396,0.000994585,0.0004317311,0.0005134306,0.0002309676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117489,"about_ca_system_score_gemma":0.001551579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01705833,"about_ca_topic_score_gemma":0.04135529,"domain_scores_codex":[0.9993587,0.000189659,0.00007108836,0.0000903293,0.000165961,0.0001242302],"domain_scores_gemma":[0.9951493,0.001172559,0.002705334,0.0001342251,0.0004252885,0.0004131976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005970775,0.0000123108,0.9945776,0.00002771213,0.00003284616,0.00007683725,0.0002287104,0.00003306261,0.00003886451,0.00003852306,0.0002049312,0.004668994],"study_design_scores_gemma":[0.000002991354,0.00002475388,0.998307,0.00004771645,0.00001874913,0.0002036928,0.000707623,0.0001585416,0.00001609997,0.00006646466,0.0004415899,0.000004705925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908756,0.005486546,0.0001462291,0.001630884,0.00005792306,0.000018586,0.0005609664,0.00000331228,0.001219905],"genre_scores_gemma":[0.9984189,0.000992317,0.00006043715,0.00008026935,0.00004340241,0.000005308514,0.0002566822,0.000002225848,0.0001404946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01705833,"threshold_uncertainty_score":0.03391802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06336956399970937,"score_gpt":0.3972879114811685,"score_spread":0.3339183474814592,"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."}}