{"id":"W4225121752","doi":"10.1016/j.ctarc.2022.100570","title":"Clinicopathological features of pulmonary mucinous adenocarcinoma: A descriptive analysis","year":2022,"lang":"en","type":"article","venue":"Cancer Treatment and Research Communications","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Adenocarcinoma; Stage (stratigraphy); Internal medicine; Radiation therapy; Gastroenterology; Chemotherapy; Oncology; Lung cancer; Cancer; Population","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":[0.0004018629,0.0001230218,0.0004014488,0.0003767653,0.0007511728,0.00001557257,0.0002595783,0.00004181243,0.0002627565],"category_scores_gemma":[0.00002981547,0.00008800508,0.0002091338,0.001065677,0.0004700215,0.00003310822,0.00049766,0.0003277354,0.000001950365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009983783,"about_ca_system_score_gemma":0.0003246807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232917,"about_ca_topic_score_gemma":0.0003150431,"domain_scores_codex":[0.9983689,0.0005014709,0.0002310141,0.0003123509,0.0003348368,0.0002514325],"domain_scores_gemma":[0.9980199,0.0004117124,0.00007322403,0.001140324,0.0002097672,0.0001450403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003944057,0.004014176,0.9595305,0.00003410181,0.001859572,0.00007752124,0.003154769,0.00002651351,0.0002438186,0.001249989,0.0008004637,0.0286142],"study_design_scores_gemma":[0.001605592,0.002078592,0.9819036,0.00003628258,0.002155386,0.00005235588,0.003841493,0.0002895232,0.0003020606,0.0002109461,0.007418673,0.0001054535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8377108,0.143142,0.000003829278,0.01137338,0.0000438189,0.001081566,0.0003099192,0.00003520197,0.006299528],"genre_scores_gemma":[0.9622967,0.03318312,0.0003535842,0.00004813417,0.00002748795,0.002424885,0.0001802824,0.00001122994,0.001474629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1245858,"threshold_uncertainty_score":0.577749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798004787763995,"score_gpt":0.4549861908577606,"score_spread":0.2751857120813611,"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."}}