{"id":"W1570155762","doi":"10.3747/co.22.2419","title":"Comparing Effectiveness with Efficacy: Outcomes of Palliative Chemotherapy for Non-Small-Cell Lung Cancer in Routine Practice","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Health Research Board; Genomic Health","keywords":"Medicine; Lung cancer; Randomized controlled trial; Cohort; Quality of life (healthcare); Internal medicine; Cancer registry; Chemotherapy; Cancer; Performance status; Oncology","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":[0.09845608,0.0008497884,0.002740953,0.002890455,0.0005979012,0.002444119,0.001504584,0.001832723,0.00224152],"category_scores_gemma":[0.2508847,0.0005313564,0.004881682,0.004194322,0.002938141,0.002715815,0.001887694,0.001491487,0.0002183719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003804462,"about_ca_system_score_gemma":0.003209606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003582685,"about_ca_topic_score_gemma":0.003495327,"domain_scores_codex":[0.7706784,0.1714605,0.02621875,0.009155008,0.02134473,0.001142618],"domain_scores_gemma":[0.69635,0.1766845,0.108771,0.007088964,0.009256749,0.001848728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04725515,0.001577235,0.6780944,0.03755796,0.08325281,0.00009739251,0.001845614,0.003277607,0.0003688611,0.002582735,0.003397544,0.1406927],"study_design_scores_gemma":[0.02231193,0.03123299,0.8751778,0.01243911,0.03746922,0.00044434,0.001222,0.005140044,0.001032933,0.005286901,0.008009253,0.0002334221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7975091,0.1586131,0.01100286,0.007503731,0.0009775017,0.007235763,0.007272072,0.0000985228,0.009787214],"genre_scores_gemma":[0.98624,0.004964338,0.003447726,0.000797394,0.0003771369,0.002818378,0.001198267,0.00001265755,0.0001441769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09845608,"threshold_uncertainty_score":0.5206918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09217220989090426,"score_gpt":0.4803812056214931,"score_spread":0.3882089957305888,"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."}}