{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003573683,0.0002425629,0.0004676037,0.000859052,0.000637994,0.0006018024,0.0003230648,0.000315094,0.004361092],"category_scores_gemma":[0.0015233,0.0001159377,0.0002679415,0.0009792695,0.0005568826,0.0004064669,0.0005261515,0.0003187377,0.001007638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005807351,"about_ca_system_score_gemma":0.001026045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393103,"about_ca_topic_score_gemma":0.003638686,"domain_scores_codex":[0.9996009,0.00004759857,0.00004814504,0.00009476782,0.0001066331,0.000101892],"domain_scores_gemma":[0.9989185,0.0001698145,0.0004438191,0.00006778669,0.0002191029,0.0001809775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001035174,0.00004632884,0.9491768,0.0005066928,0.00004534381,0.01308453,0.0001367255,0.0001245423,0.00516451,0.00034491,0.002633731,0.02863249],"study_design_scores_gemma":[0.00002499755,0.0002534743,0.7757427,0.0003437116,0.00007327302,0.2045633,0.0006016455,0.0003771944,0.002926127,0.0003830849,0.01469608,0.00001442545],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656538,0.01791254,0.001234821,0.0005713838,0.0001180211,0.0001920208,0.002283229,0.0001133792,0.01192087],"genre_scores_gemma":[0.9942892,0.002738884,0.0006375212,0.0001986806,0.00009752595,0.00002568444,0.001017287,0.000006413575,0.0009889191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004361092,"threshold_uncertainty_score":0.01458931,"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."}}