{"id":"W4393254956","doi":"10.1016/j.ccm.2024.02.004","title":"Imaging in Lung Cancer Staging","year":2024,"lang":"en","type":"article","venue":"Clinics in Chest Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Lung cancer; Cancer; Oncology; Radiology; Lung; Internal medicine; Metastasis; Pathology","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":[0.003703882,0.0005940854,0.0008620987,0.003506631,0.0007587677,0.002855913,0.00114396,0.002250694,0.004835872],"category_scores_gemma":[0.01038069,0.0006853492,0.0005305904,0.001925043,0.001875803,0.002586673,0.001008529,0.004294369,0.0018904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490782,"about_ca_system_score_gemma":0.001825334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00443034,"about_ca_topic_score_gemma":0.007274235,"domain_scores_codex":[0.9984491,0.0007145048,0.0002338475,0.0001229144,0.0003076026,0.0001720122],"domain_scores_gemma":[0.9950535,0.002914304,0.0005238302,0.0002217485,0.0009392246,0.0003474969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003728024,0.000202282,0.06087742,0.0027696,0.0001576351,0.005589706,0.000661296,0.001330299,0.004878805,0.03230167,0.1039969,0.7868615],"study_design_scores_gemma":[0.0001362881,0.001142966,0.1138805,0.01293648,0.0007123673,0.08510365,0.002110081,0.006756481,0.006574431,0.03910528,0.7313212,0.0002203621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01605237,0.8606032,0.008535256,0.04724381,0.006963482,0.00008542747,0.0002021041,0.0001485958,0.06016572],"genre_scores_gemma":[0.326534,0.5863609,0.0196428,0.01955339,0.0340542,0.0001889192,0.0004919254,0.0001423179,0.01303149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004835872,"threshold_uncertainty_score":0.01958823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03501837018717235,"score_gpt":0.4286652120302461,"score_spread":0.3936468418430737,"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."}}