{"id":"W4200319664","doi":"10.1016/j.jtho.2021.10.012","title":"Prognostic Impact of Ground-Glass Opacity/Lepidic Component in Pulmonary Adenocarcinoma: A Hazy Staging Dilemma","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Adenocarcinoma; Lung cancer; Ground-glass opacity; Stage (stratigraphy); Lung; Radiology; Internal medicine; Oncology; Cancer","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":[0.001491147,0.0003510048,0.0009257857,0.0007650604,0.001191754,0.001686191,0.000828216,0.006845995,0.001870404],"category_scores_gemma":[0.01180618,0.0004348423,0.0004732323,0.0006853839,0.00126644,0.001804834,0.0006300945,0.005618006,0.001010086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340461,"about_ca_system_score_gemma":0.0009723382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002662165,"about_ca_topic_score_gemma":0.004883614,"domain_scores_codex":[0.9990557,0.0003323189,0.0001597637,0.00009568632,0.0001667412,0.000189851],"domain_scores_gemma":[0.9951888,0.002987652,0.0003395587,0.0002124651,0.000556945,0.0007144546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00126587,0.000160935,0.4206468,0.0003202183,0.0001249128,0.3317097,0.00114236,0.001247503,0.004963184,0.003938767,0.1521468,0.08233298],"study_design_scores_gemma":[0.0004088404,0.0007671451,0.2071019,0.0009629306,0.0004393378,0.6446044,0.005235191,0.01472876,0.002422334,0.02600886,0.09711372,0.0002066516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2434205,0.01458173,0.001455859,0.7130983,0.007315969,0.00005955443,0.0003828067,0.0001050902,0.01958019],"genre_scores_gemma":[0.8828762,0.003909259,0.001535857,0.06809815,0.04081646,0.00003509591,0.0001777822,0.00004060538,0.002510614],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006845995,"threshold_uncertainty_score":0.009725809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912055467081827,"score_gpt":0.3969577005609493,"score_spread":0.357837145890131,"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."}}