{"id":"W3215026668","doi":"10.1016/j.rcl.2021.08.004","title":"Pediatric Pulmonary Nodules","year":2021,"lang":"en","type":"review","venue":"Radiologic Clinics of North America","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Nodule (geology); Radiology; Computed tomography; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001425984,0.0005049437,0.004380583,0.0001795548,0.0000457105,0.000007683175,0.0002609278,0.0002999489,0.0001879513],"category_scores_gemma":[0.0003960382,0.0003432229,0.001675728,0.0006995319,0.0001599128,0.00002151576,0.000131466,0.00050711,0.000106347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059913,"about_ca_system_score_gemma":0.0006515539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001798421,"about_ca_topic_score_gemma":0.000002356601,"domain_scores_codex":[0.997137,0.0001897767,0.001280263,0.000769488,0.0002702271,0.0003532652],"domain_scores_gemma":[0.9964471,0.001140584,0.001107977,0.0009520086,0.0001395811,0.0002126793],"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":[0.000008914851,0.0007536099,0.02393284,0.009746295,0.000521063,0.0005820409,0.00000486744,0.000002014195,9.726038e-10,0.000004762662,0.003329122,0.9611145],"study_design_scores_gemma":[0.0002557613,0.0008034036,0.003942473,0.003129228,0.006030025,0.0002692154,0.000004780878,0.000002840473,1.655346e-8,0.000005249554,0.9852671,0.0002898785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000371521,0.9972632,0.000005882804,0.00005408706,0.0004570102,0.0007842219,0.0002529257,0.00005412057,0.0007570409],"genre_scores_gemma":[0.000176498,0.9955493,0.001042676,0.0001933045,0.0008781987,0.0001888093,0.001739107,0.00005371591,0.0001784335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.981938,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06117612594599288,"score_gpt":0.3782630398643118,"score_spread":0.3170869139183189,"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."}}