{"id":"W2740458257","doi":"10.1016/j.lungcan.2017.07.033","title":"Prospective analysis of patient reported symptoms and quality of life in patients with incurable lung cancer treated in a rapid access clinic","year":2017,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Quality of life (healthcare); Palliative care; Radiation therapy; Lung cancer; Physical therapy; Performance status; Cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000380333,0.0001625489,0.0009373392,0.0003883813,0.00003548943,0.00002003641,0.0001269678,0.00004826503,0.000384885],"category_scores_gemma":[0.0003778707,0.0001275061,0.00007917461,0.0006235,0.0001251201,0.0002145746,0.00009751746,0.0001137251,7.472659e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311009,"about_ca_system_score_gemma":0.0001962221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0246938,"about_ca_topic_score_gemma":0.007305835,"domain_scores_codex":[0.9979708,0.00009973902,0.0008707747,0.0003990894,0.0004616808,0.0001978911],"domain_scores_gemma":[0.9976655,0.00005566344,0.001260075,0.0006348498,0.0002722853,0.0001116618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002965688,0.0006161142,0.9903908,0.0007563497,0.002859627,0.000007991122,0.0006148867,0.0001442077,0.000007114968,0.000008800944,0.00006794105,0.001560501],"study_design_scores_gemma":[0.007519923,0.000152424,0.9865726,0.0005588667,0.002701527,1.92148e-8,0.00007684696,0.00222132,0.00006007896,0.000004350345,0.000004283144,0.0001277508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967728,0.0009176069,0.000005562199,0.000112329,0.00004818953,0.001411045,0.00009313648,0.00000922131,0.000630134],"genre_scores_gemma":[0.9992527,0.0001695013,0.00002902046,0.00009765035,0.000006523464,0.0002632873,0.00003584396,0.00001503094,0.0001304064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01738796,"threshold_uncertainty_score":0.9818009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924555688826661,"score_gpt":0.382887249493633,"score_spread":0.3536416926053664,"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."}}