{"id":"W4382631068","doi":"10.1007/s40273-023-01295-2","title":"Systematic Literature Review to Identify Cost and Resource Use Data in Patients with Early-Stage Non-small Cell Lung Cancer (NSCLC)","year":2023,"lang":"en","type":"review","venue":"PharmacoEconomics","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"F. Hoffmann-La Roche","keywords":"Medicine; Lung cancer; Stage (stratigraphy); Health care; Checklist; Indirect costs; Health economics; Disease; Family medicine; Public health; Oncology; Internal medicine; Pathology; Business; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01751629,0.002230156,0.01166537,0.02554376,0.001122484,0.004169278,0.002888122,0.002536812,0.009685205],"category_scores_gemma":[0.090363,0.001437556,0.009868909,0.02455111,0.0011863,0.003983399,0.002910682,0.001562773,0.000813746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007204462,"about_ca_system_score_gemma":0.02351693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100902,"about_ca_topic_score_gemma":0.02793706,"domain_scores_codex":[0.9744309,0.00778025,0.01248932,0.001203417,0.003544015,0.0005520891],"domain_scores_gemma":[0.9265859,0.05312221,0.01290829,0.001239477,0.005607678,0.0005364002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009161322,0.000006741263,0.0005226502,0.9836026,0.006424953,0.00008257572,0.0001263373,0.0000700674,0.0000667876,0.0001674856,0.001059109,0.007779073],"study_design_scores_gemma":[0.000182035,0.00009129129,0.002108966,0.9484552,0.03728179,0.0001965293,0.0002126069,0.00006836092,0.00009975229,0.0002959839,0.01098279,0.00002481584],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00466307,0.9669566,0.001376737,0.001091041,0.0003281999,0.007264991,0.01596258,0.00006938896,0.002287338],"genre_scores_gemma":[0.04517949,0.9251124,0.00514714,0.001841138,0.0001768699,0.01608418,0.005698318,0.00004970855,0.0007107061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02554376,"threshold_uncertainty_score":0.09263605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05914776853466865,"score_gpt":0.3996942043017581,"score_spread":0.3405464357670895,"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."}}