{"id":"W2168261364","doi":"10.1080/08941930600674710","title":"Tomographic Comparison of Ventilation Techniques for CT-Guided Thoracoscopic Staple Excision of Subcentimeter Lung Nodules","year":2006,"lang":"en","type":"article","venue":"Journal of Investigative Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Lung; Confidence interval; Radiology; Nuclear medicine; Ventilation (architecture); Computed tomographic; Lung volumes; Computed tomography; 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":[0.002928213,0.0002787524,0.0002638006,0.001302541,0.0001376294,0.0005422005,0.0002951684,0.0004686183,0.000652637],"category_scores_gemma":[0.0240073,0.0003685194,0.0003099958,0.0003071984,0.0003994383,0.0005152664,0.0005912142,0.000223596,0.0001533046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003148744,"about_ca_system_score_gemma":0.0002108939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007435023,"about_ca_topic_score_gemma":0.001477111,"domain_scores_codex":[0.9974032,0.001159988,0.0002415619,0.0002400215,0.0008407242,0.0001144103],"domain_scores_gemma":[0.9858169,0.01004592,0.00153065,0.0009187363,0.001329498,0.0003582167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01060631,0.0003991126,0.4991603,0.0005153198,0.0004924565,0.001316271,0.001483239,0.01124912,0.2610081,0.000182348,0.0001783474,0.2134092],"study_design_scores_gemma":[0.0001571774,0.007348472,0.8663062,0.00006642136,0.0003652541,0.01004177,0.0007453933,0.04045214,0.07311806,0.0002172139,0.001049517,0.0001323838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934296,0.000537215,0.00548823,0.00001360324,0.000006419468,0.00002984708,0.00002555224,0.00003106486,0.000438381],"genre_scores_gemma":[0.9940395,0.0001409488,0.005633493,0.00001059995,0.000006946607,0.00001659417,0.00004707256,0.00001340021,0.00009134884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002928213,"threshold_uncertainty_score":0.01548606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05204462864472979,"score_gpt":0.3577487140241595,"score_spread":0.3057040853794297,"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."}}