{"id":"W2888297491","doi":"10.3747/co.25.3978","title":"Are Clinical Trial Eligibility Criteria an Accurate Reflection of a Real-World Population of Advanced Non-Small-Cell Lung Cancer Patients?","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Lung cancer; Population; Clinical trial; Internal medicine; Cancer; Cohort; Systemic therapy; Performance status; Malignancy; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002548008,0.0001262977,0.0005328244,0.0001186918,0.00005519525,0.000003696138,0.00006195906,0.0001099379,0.0001201324],"category_scores_gemma":[0.0001480754,0.0001057242,0.0001134131,0.0002331556,0.0001039685,0.0001030947,0.00002785501,0.0001335106,0.000002039261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004333429,"about_ca_system_score_gemma":0.0003359588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005270647,"about_ca_topic_score_gemma":0.00250359,"domain_scores_codex":[0.9983824,0.0001748834,0.0008069868,0.0003372216,0.0001329655,0.0001654777],"domain_scores_gemma":[0.9979682,0.00008118078,0.0009309437,0.000282311,0.0006309418,0.0001064213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01581571,0.004410761,0.9309437,0.0002555013,0.00008462351,8.420365e-7,0.0005969358,0.000004709916,0.0004712177,0.0000153173,0.0008600255,0.04654069],"study_design_scores_gemma":[0.03918261,0.005647808,0.9499345,0.0001824261,0.0006283135,3.296342e-7,0.00007907474,0.0004454007,0.0007791987,0.00006325205,0.002958447,0.00009866757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931439,0.0001304185,0.00006507076,0.00007736782,0.004108584,0.001319479,0.00006656588,0.00002305238,0.001065619],"genre_scores_gemma":[0.9982208,0.0002067434,0.0004058828,0.0000404299,0.0006808735,0.0001311524,0.0002137121,0.00001381612,0.00008659386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04644203,"threshold_uncertainty_score":0.4311307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677602573718565,"score_gpt":0.5818256828358195,"score_spread":0.414065425463963,"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."}}