{"id":"W2075202876","doi":"10.1016/j.lungcan.2014.12.014","title":"Maintenance chemotherapy in advanced NSCLC: A population-based assessment of eligibility","year":2015,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"Eli Lilly and Company","keywords":"Medicine; Maintenance therapy; Chemotherapy; Internal medicine; Population; Performance status; Oncology; Cancer","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":[0.001633423,0.0001852134,0.0005477048,0.001017444,0.0004339395,0.0008210208,0.0005335718,0.0008698211,0.001487636],"category_scores_gemma":[0.005197244,0.0001870988,0.0008500188,0.001375499,0.000310487,0.001098219,0.000810541,0.0006720581,0.0002997886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109251,"about_ca_system_score_gemma":0.0002788539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229515,"about_ca_topic_score_gemma":0.003017406,"domain_scores_codex":[0.9988711,0.0004332332,0.0001422973,0.0002313825,0.0002157469,0.0001061501],"domain_scores_gemma":[0.9979754,0.0005369456,0.0009532128,0.0001153032,0.0002162615,0.0002029254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004791622,0.00007190268,0.9959365,0.00001241596,0.0001375118,0.00003582739,0.00008033886,0.0001180152,0.0001704783,0.00004143441,0.0001967652,0.002719597],"study_design_scores_gemma":[0.00002029913,0.0003018356,0.9983449,0.000007428764,0.00007502063,0.0001785577,0.0001806927,0.0004990436,0.0000402682,0.00007852884,0.0002671512,0.000006315187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980283,0.000307771,0.0001793631,0.00009215975,0.000004901665,0.000036478,0.000649085,0.000005447181,0.0006965064],"genre_scores_gemma":[0.9991554,0.00007099837,0.0001076264,0.00005361329,0.000006026395,0.00003019204,0.0004689643,0.000002004635,0.0001050678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002229515,"threshold_uncertainty_score":0.008638442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605880244225595,"score_gpt":0.4216548494356635,"score_spread":0.4055960469934076,"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."}}