{"id":"W2792166887","doi":"10.1503/cmaj.171223","title":"Pulmonary nodules as incidental findings","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nodule (geology); Medicine; Radiology; Solitary pulmonary nodule; Pulmonary infection; Computed tomography; Radiography; Hamartoma; Lung; Pathology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003990668,0.0007733012,0.0006637742,0.001644454,0.0006603147,0.001562064,0.0007121127,0.001259697,0.007994322],"category_scores_gemma":[0.003802953,0.0003235136,0.0003741746,0.001249985,0.0007251176,0.001085513,0.0007865248,0.001276151,0.002647468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004850393,"about_ca_system_score_gemma":0.0006471126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003078163,"about_ca_topic_score_gemma":0.004040445,"domain_scores_codex":[0.9991527,0.0001081133,0.00005719992,0.0001220601,0.0002963922,0.0002636059],"domain_scores_gemma":[0.9988329,0.0002542153,0.0003034983,0.0001032151,0.0001662748,0.0003399412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003698178,0.000139073,0.3114389,0.0005464312,0.00009080103,0.5614582,0.0003803059,0.0003301862,0.006987611,0.003175748,0.02802629,0.08705672],"study_design_scores_gemma":[0.00001642013,0.00006120061,0.05265195,0.0003422986,0.00007357253,0.933029,0.0002304503,0.0002363165,0.000738065,0.001245784,0.01135014,0.00002483863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.6097659,0.1553653,0.0114415,0.006264678,0.002250108,0.0004190381,0.003509989,0.001278427,0.2097051],"genre_scores_gemma":[0.9699513,0.01660312,0.002548701,0.001680164,0.002028535,0.00003443315,0.001399123,0.00009043913,0.005664105],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.007994322,"threshold_uncertainty_score":0.02674365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006549277901625625,"score_gpt":0.2629049659734931,"score_spread":0.2563556880718674,"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."}}