{"id":"W2326186476","doi":"10.5114/kitp.2012.30845","title":"TORAKOCHIRURGIA DNA ploidy as an independent prognostic factor: 10-year results in a group of patients surgically treated for squamous cell lung cancer","year":2012,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Medicine; Cardiothoracic surgery; Cancer; Squamous cell cancer; Internal medicine; Oncology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001114914,0.0002816397,0.001017372,0.00054266,0.00006041467,0.00003338274,0.0001113184,0.0001763394,0.00008091108],"category_scores_gemma":[0.0006801686,0.0002240023,0.0005464013,0.0003585389,0.00004831827,0.0005321661,0.00002522578,0.0002359278,0.000002084264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005762939,"about_ca_system_score_gemma":0.0006361935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004205166,"about_ca_topic_score_gemma":0.00003813489,"domain_scores_codex":[0.9969122,0.000286217,0.001193305,0.0002441723,0.0007547798,0.0006093025],"domain_scores_gemma":[0.9968157,0.0007264982,0.0008419315,0.0002662658,0.0007888048,0.0005607676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004681449,0.001714033,0.9818064,0.0002884727,0.0004320786,0.00008427324,0.001371186,0.00003188878,0.0001916032,0.000005494354,0.00201731,0.007375827],"study_design_scores_gemma":[0.005856896,0.0008241948,0.9827818,0.0005330943,0.001600836,0.0000821475,0.0004338807,0.00001920072,0.003717598,0.00001551251,0.003800266,0.0003346192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944589,0.002324055,0.00002315521,0.0000692752,0.0007380029,0.0008091654,0.0005620836,0.00001981614,0.0009955545],"genre_scores_gemma":[0.9985111,0.0001954396,0.000130106,0.0000484714,0.0005758744,0.00007151098,0.0002145083,0.0000584488,0.0001945606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007041208,"threshold_uncertainty_score":0.9134549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317595062543883,"score_gpt":0.341605183092717,"score_spread":0.3184292324672782,"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."}}