{"id":"W4317821383","doi":"10.3389/fonc.2023.1117024","title":"When tissue is not the only issue: Poorly differentiated lung squamous-cell carcinoma with adrenal, costochondral, and cardiac metastases – case report","year":2023,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; NOSM University","funders":"","keywords":"Medicine; Lung cancer; Carboplatin; Radiology; Biopsy; Cancer; Metastasis; Lung; Pathology; Internal medicine; Chemotherapy","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":[0.0002436734,0.0002806466,0.0008008661,0.0002472256,0.000145944,0.00003157726,0.0000899102,0.0001488056,0.0001837755],"category_scores_gemma":[0.0000515114,0.0001837498,0.00009385143,0.0003610562,0.0002243999,0.00006236709,0.00008783225,0.0002759464,0.0000180248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004362395,"about_ca_system_score_gemma":0.0003671489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003465759,"about_ca_topic_score_gemma":0.0008699953,"domain_scores_codex":[0.9981945,0.0001634624,0.0003854297,0.0005579515,0.000251776,0.0004468726],"domain_scores_gemma":[0.9988331,0.0002116674,0.0001716529,0.0005141854,0.00008550231,0.0001839186],"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":[0.0005189062,0.0003275286,0.299439,0.00008134644,0.0002434921,0.08016953,0.001713305,0.000004204372,0.0000889916,0.000008622363,0.6081907,0.009214425],"study_design_scores_gemma":[0.01569789,0.006357822,0.3068835,0.0001283296,0.004248547,0.02735211,0.006872387,0.0005111869,0.008023552,0.0000685721,0.6230774,0.000778643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979698,0.007060705,0.00008000644,0.00957974,0.001135858,0.001332323,0.0001969489,0.00007281375,0.0008435942],"genre_scores_gemma":[0.9908301,0.0004359286,0.001211651,0.0008634833,0.0001814295,0.0003368254,0.0002154796,0.00004763915,0.005877445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05281742,"threshold_uncertainty_score":0.7493098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522377833551265,"score_gpt":0.2942766821877001,"score_spread":0.2790529038521875,"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."}}