{"id":"W4380634985","doi":"10.1007/978-3-031-21040-2_13","title":"Biphasic Neoplasms of the Lung","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Pulmonary Blastoma; Pathology; Mesenchymal stem cell; Carcinosarcoma; Sarcoma; Malignancy; Atypia; Immunohistochemistry; Lung; Osteosarcoma; Biology; Medicine; Carcinoma; Internal medicine","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":[0.0001427529,0.000483132,0.0002610623,0.001459583,0.000490428,0.001018313,0.0006460241,0.0009386064,0.007550399],"category_scores_gemma":[0.0005549457,0.0003018636,0.0002757144,0.0008927343,0.0006981163,0.001115902,0.0006574424,0.00123527,0.002518077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793345,"about_ca_system_score_gemma":0.0002807137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385486,"about_ca_topic_score_gemma":0.00244302,"domain_scores_codex":[0.9999273,0.000013611,0.000005832231,0.00001218029,0.00002792407,0.00001313509],"domain_scores_gemma":[0.9998795,0.00007459945,0.000008666963,0.000009702513,0.00000899211,0.00001860779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005213163,0.0004387161,0.005732996,0.001327942,0.0000596397,0.1837638,0.002441177,0.003595279,0.02586154,0.240349,0.130506,0.4054025],"study_design_scores_gemma":[0.00002173713,0.000154343,0.005330505,0.0003998266,0.00002525016,0.2545708,0.0004893282,0.0006928039,0.002873256,0.0435953,0.6918139,0.00003295626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04119717,0.1276957,0.006800164,0.00257825,0.002262712,0.0001591113,0.0002761584,0.000201298,0.8188295],"genre_scores_gemma":[0.1924519,0.08670753,0.007500643,0.003295403,0.004811659,0.0001264343,0.0002928017,0.0001361274,0.7046775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007550399,"threshold_uncertainty_score":0.02525854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04134194298582999,"score_gpt":0.2615911906872221,"score_spread":0.2202492477013921,"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."}}