{"id":"W4285216739","doi":"10.5114/kitp.2022.117506","title":"Simultaneous videothoracoscopic resection for thymomaand lung squamous cell carcinoma, and reviewof the literature","year":2022,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thymoma; Cardiothoracic surgery; Medicine; Lung; Lung cancer; Cardiac surgery; Squamous-cell carcinoma of the lung; Carcinoma; Surgery; Radiology; Internal medicine","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":[0.004087799,0.0002617903,0.0009560203,0.0003776627,0.0004986994,0.000126495,0.0001671211,0.00009889539,0.00005701758],"category_scores_gemma":[0.001214654,0.0001805393,0.0007441019,0.0005327956,0.00007581477,0.0001774383,0.0000901754,0.0008079447,9.791429e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728339,"about_ca_system_score_gemma":0.0002986272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001646484,"about_ca_topic_score_gemma":0.00000224131,"domain_scores_codex":[0.9969966,0.0007330828,0.0008295081,0.0002711033,0.000723528,0.0004461738],"domain_scores_gemma":[0.9960291,0.002139865,0.0006021677,0.0003966199,0.0005587644,0.000273503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0360197,0.00141706,0.2120865,0.01622829,0.001737327,0.01597029,0.01450578,0.001934399,0.01092481,0.0002882484,0.3984376,0.29045],"study_design_scores_gemma":[0.005463615,0.00473612,0.0290069,0.002695283,0.005885271,0.08302538,0.00558092,0.002019251,0.01359637,0.001494645,0.844724,0.001772248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8710472,0.1246025,0.0001485548,0.001779216,0.001343635,0.0006098173,0.00008438808,0.00001797636,0.0003666572],"genre_scores_gemma":[0.9955093,0.00123233,0.0001836,0.0006333014,0.001601352,0.00004681606,0.0000258557,0.00005805173,0.0007093759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4462864,"threshold_uncertainty_score":0.7362179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687256354620427,"score_gpt":0.2929100002163151,"score_spread":0.2760374366701108,"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."}}