{"id":"W2183447948","doi":"10.1007/bf03257166","title":"Lung Cancer Screening","year":2002,"lang":"en","type":"review","venue":"American Journal of Respiratory Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Lung cancer screening; Lung cancer; Medicine; Cost effectiveness; Intensive care medicine; Cancer; Cancer screening; Treatment of lung cancer; MEDLINE; Medical physics; Oncology; Risk analysis (engineering); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008320017,0.001017443,0.002260166,0.003375004,0.0003278764,0.000612291,0.0006928546,0.0008599574,0.006931079],"category_scores_gemma":[0.001939785,0.0003016519,0.0008892586,0.002783075,0.0002676247,0.0007639334,0.0005874806,0.0009232518,0.002070033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007313034,"about_ca_system_score_gemma":0.001785191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004383878,"about_ca_topic_score_gemma":0.01354998,"domain_scores_codex":[0.9996101,0.00008862541,0.00005969154,0.0000849809,0.0001268876,0.00002965501],"domain_scores_gemma":[0.9994926,0.0002318351,0.00009491311,0.00001848653,0.000126998,0.00003504402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007460606,0.00007105361,0.0006374932,0.01405856,0.0001484361,0.000121831,0.00001747475,0.00009542779,0.0003340713,0.0003071798,0.03701109,0.9471228],"study_design_scores_gemma":[0.0001913809,0.0003939053,0.01380885,0.02510044,0.002454273,0.00378132,0.00009830762,0.0001756741,0.000825213,0.0007107227,0.952426,0.00003396834],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002011066,0.9965283,0.000112167,0.0003592763,0.0002930842,0.00002120584,0.00007105583,0.00001274486,0.002400929],"genre_scores_gemma":[0.002061026,0.9946226,0.0003018797,0.0009121308,0.0002919521,0.00002653112,0.0001486043,0.000002025741,0.001633269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006931079,"threshold_uncertainty_score":0.02318674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07632695345960085,"score_gpt":0.4194016851006842,"score_spread":0.3430747316410833,"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."}}