{"id":"W4385072274","doi":"10.1007/s00256-023-04406-4","title":"Imaging in an academic orthopedic shoulder service: a report on incidental lung pathology findings","year":2023,"lang":"en","type":"article","venue":"Skeletal Radiology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Mount Sinai Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Orthopedic surgery; Arthroplasty; Radiology; Malignancy; Incidence (geometry); Population; Surgery; General surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004772424,0.0002229372,0.0004610746,0.0004062391,0.00006301521,0.000007107235,0.0001188865,0.0002379319,0.000118438],"category_scores_gemma":[0.0001159418,0.0001898076,0.00009490071,0.0005167352,0.00009566738,0.000104185,0.00008415389,0.0005411029,0.0001432089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003950257,"about_ca_system_score_gemma":0.0001419381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009109104,"about_ca_topic_score_gemma":0.0001570655,"domain_scores_codex":[0.9980511,0.0001137095,0.000440455,0.0006466149,0.0001951738,0.0005529365],"domain_scores_gemma":[0.9992056,0.0001165586,0.00008649988,0.0003809807,0.00004195257,0.000168417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000938942,0.0001081407,0.9728352,0.00005613889,0.00003618756,0.01900565,0.0005646155,0.00003310285,0.001225864,0.0002568577,0.002151993,0.003632302],"study_design_scores_gemma":[0.002247714,0.000430106,0.9874513,0.0001222414,0.00009016232,0.007194104,0.0002233317,0.0007141869,0.0001623672,0.0002206728,0.0009556066,0.0001882129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914953,0.0003804869,0.000005836845,0.00618501,0.0005790782,0.000460609,0.000009423585,0.000171412,0.0007128823],"genre_scores_gemma":[0.9948537,0.0003056221,0.00003475313,0.003543654,0.0003217762,0.0001995266,0.0003953298,0.00004195699,0.0003037073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461604,"threshold_uncertainty_score":0.7740131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908265030376313,"score_gpt":0.3538791541256414,"score_spread":0.3347965038218783,"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."}}