{"id":"W3165543491","doi":"10.1097/rti.0000000000000594","title":"Cystic Primary Lung Cancer","year":2021,"lang":"en","type":"article","venue":"Journal of Thoracic Imaging","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Adenosquamous carcinoma; Lung cancer; Lung; Histopathology; Interquartile range; Radiology; Pathology; Surgical pathology; Cancer; Adenocarcinoma; Carcinoma; 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":[0.0002020197,0.00009558677,0.0003062869,0.00008187519,0.00004521115,0.00003434767,0.00004930708,0.00001886626,0.0002631851],"category_scores_gemma":[0.00006666936,0.00007181806,0.000173049,0.0001472584,0.00002001882,0.0001429523,0.00002894153,0.000196974,0.000005021965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006035356,"about_ca_system_score_gemma":0.0006588749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001275052,"about_ca_topic_score_gemma":0.000001806415,"domain_scores_codex":[0.9990811,0.00003793243,0.0003026786,0.0001099497,0.0003038914,0.000164399],"domain_scores_gemma":[0.9991153,0.00006479718,0.0002033053,0.0001439799,0.0003453046,0.0001272774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003427748,0.0005468779,0.6268126,0.001104415,0.0008453203,0.01006918,0.0004200375,0.0001046081,0.009638532,0.00003068473,0.02885657,0.3212284],"study_design_scores_gemma":[0.007709676,0.000393678,0.7123224,0.01862996,0.009957313,0.02706092,0.0008916428,0.003387946,0.1434453,0.0005494501,0.07481845,0.0008332575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.804032,0.146107,0.002387875,0.03527043,0.002247193,0.0002063713,0.000009350139,0.00003216815,0.009707559],"genre_scores_gemma":[0.9895787,0.001799608,0.004834061,0.002263323,0.0007356083,0.000005758734,0.000003343716,0.00002169023,0.0007579676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3203951,"threshold_uncertainty_score":0.2928655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102476706228858,"score_gpt":0.362347116456485,"score_spread":0.3513223493941964,"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."}}