{"id":"W1541417097","doi":"10.1155/2006/859870","title":"The Value of Thoracic Computed Tomography Scans in Clinical Diagnosis: A Prospective Study","year":2006,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"British Columbia Lung Association","keywords":"Medicine; Computed tomography; Radiology; Prospective cohort study; Tomography; Nuclear medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002017066,0.0003097568,0.0002627188,0.001000534,0.0005631005,0.001098596,0.000489071,0.001015241,0.001475217],"category_scores_gemma":[0.01285087,0.0005197305,0.0003923714,0.001707331,0.000490998,0.001000566,0.0005413378,0.001065137,0.0003994188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005805865,"about_ca_system_score_gemma":0.0007436852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00728738,"about_ca_topic_score_gemma":0.006652586,"domain_scores_codex":[0.9980764,0.0006648149,0.0002539988,0.0002752084,0.0004584277,0.0002710269],"domain_scores_gemma":[0.9856845,0.005038173,0.005769059,0.0004281077,0.001113102,0.001967073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005790986,0.0000381932,0.9995866,0.000003330541,0.000008427221,0.00003212946,0.00003149081,0.00001047493,0.00001442611,0.000002376044,0.00002156696,0.000193038],"study_design_scores_gemma":[0.00001266912,0.0002476386,0.9989364,0.00000956192,0.00001535461,0.0002791124,0.0002395192,0.0001487207,0.00001743158,0.000008089457,0.00008065719,0.000004907108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991562,0.0002901282,0.00003700296,0.00005492799,0.000005699405,0.00001313286,0.0001441424,0.000001429861,0.0002973272],"genre_scores_gemma":[0.9995845,0.0001141004,0.00005690774,0.00002472828,0.00001019356,0.00001065846,0.0001496227,0.00000102556,0.00004824141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00728738,"threshold_uncertainty_score":0.01448995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03818192099545928,"score_gpt":0.3770586989895968,"score_spread":0.3388767779941375,"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."}}