{"id":"W2231840610","doi":"10.1155/2005/358584","title":"Is Positron Emission Tomography for the Management of Potentially Operable Non‐Small Cell Lung Cancer an Efficient Use of Quebec Health Care Resources?","year":2005,"lang":"en","type":"letter","venue":"Canadian Respiratory Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Positron emission tomography; Lung cancer; Medical physics; Health care; Cancer; Tomography; Radiology; Nuclear medicine; Intensive care medicine; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00108641,0.0004256678,0.000832066,0.0005738041,0.002616582,0.001627753,0.001424206,0.02292914,0.008424004],"category_scores_gemma":[0.008601801,0.0003849913,0.0009641534,0.000817165,0.001341685,0.001450505,0.0004779723,0.0102094,0.002321935],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01524214,"about_ca_system_score_gemma":0.01243274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3797711,"about_ca_topic_score_gemma":0.6578329,"domain_scores_codex":[0.9989242,0.0002517412,0.0001451406,0.00007378258,0.0003015195,0.0003035834],"domain_scores_gemma":[0.9963042,0.001317302,0.0002373118,0.00007134851,0.001053459,0.001016472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000182217,0.0001099981,0.009166491,0.0001492192,0.00004540766,0.01083312,0.0001632126,0.0003581016,0.0004642544,0.001831075,0.9427009,0.03399597],"study_design_scores_gemma":[0.0006102584,0.0002443415,0.02245401,0.0009515803,0.0001590067,0.0140585,0.001368135,0.002803411,0.0005326303,0.0043487,0.9523199,0.0001495951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002544027,0.003244261,0.0001336844,0.9801607,0.005481156,0.00002730293,0.0001128127,0.00002376757,0.008272455],"genre_scores_gemma":[0.03963815,0.008088409,0.0007406771,0.8998684,0.02618373,0.00006608234,0.0001711403,0.00003145991,0.02521207],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9847578,"threshold_uncertainty_score":0.7551212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933862387819417,"score_gpt":0.2828343032552066,"score_spread":0.2634956793770124,"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."}}