{"id":"W2322669628","doi":"10.1155/2005/612387","title":"Cost Effectiveness of Positron Emission Tomography for the Management of Potentially Operable Non‐Small Cell Lung Cancer in Quebec","year":2005,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Ministère de la Santé et des Services Sociaux (Québec)","funders":"McGill University","keywords":"Medicine; Life expectancy; Positron emission tomography; Lung cancer; Cost effectiveness; Radiology; Oncology; Risk analysis (engineering); Population; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005161466,0.0001267918,0.0002649323,0.0002519617,0.0001118937,0.00002058136,0.0001361315,0.00006150446,0.00008678815],"category_scores_gemma":[0.000003802762,0.00008830133,0.0001594576,0.0001944703,0.00003626374,0.00005985645,0.0000124018,0.0001506542,4.501252e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012792,"about_ca_system_score_gemma":0.001123851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07432686,"about_ca_topic_score_gemma":0.2818153,"domain_scores_codex":[0.9990221,0.00006362533,0.0003111559,0.0001540263,0.0001602443,0.000288885],"domain_scores_gemma":[0.9991608,0.00006364367,0.000131215,0.0001919368,0.0001565512,0.0002958098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001291492,0.000598199,0.8105844,0.003536864,0.001526372,0.0003016419,0.0006963626,0.009804483,0.01327586,0.0001472724,0.004804885,0.1534322],"study_design_scores_gemma":[0.01004066,0.0005314221,0.8728089,0.004930621,0.001071585,0.00001544694,0.0003488346,0.0003910389,0.07533082,0.000009788787,0.03429787,0.0002229644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813749,0.01468008,0.0003691516,0.0006490301,0.0002411999,0.001757952,0.00005474811,0.000003019774,0.0008699335],"genre_scores_gemma":[0.9983301,0.0004886201,0.0002813935,0.0003315567,0.0001152588,0.0001760396,0.000002687708,0.00002000731,0.000254393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074884,"threshold_uncertainty_score":0.9318373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382656198851617,"score_gpt":0.2860502643796765,"score_spread":0.2722237023911603,"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."}}