{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006020563,0.0002534563,0.0005778477,0.0008658684,0.00028678,0.0007047296,0.0002665902,0.0004038629,0.001734514],"category_scores_gemma":[0.001609082,0.0001850445,0.0007429552,0.0006544602,0.0001917248,0.0005235511,0.0005837771,0.0007185264,0.0005876247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998246,"about_ca_system_score_gemma":0.0003326423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183583,"about_ca_topic_score_gemma":0.00200785,"domain_scores_codex":[0.999678,0.0000531176,0.00003694581,0.00008458739,0.00009252671,0.00005486305],"domain_scores_gemma":[0.9990966,0.0001643243,0.0002747213,0.00005600496,0.0001705546,0.0002376785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003903145,0.0002075146,0.9653972,0.0001137179,0.0003602315,0.0004120373,0.0001955027,0.0002393499,0.0008628982,0.000022447,0.001379154,0.02690661],"study_design_scores_gemma":[0.0001366894,0.001630164,0.9949826,0.00004540294,0.000334625,0.0006668154,0.0003217517,0.000228035,0.0002880692,0.00005173872,0.001294727,0.00001926085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906364,0.005925138,0.0002125436,0.0002551479,0.0000937937,0.00004258784,0.001741143,0.00001128219,0.001081978],"genre_scores_gemma":[0.992578,0.002537183,0.0002004793,0.00009545818,0.00007737269,0.00005304006,0.003485171,0.000007905957,0.0009654676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002183583,"threshold_uncertainty_score":0.005802572,"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."}}