{"id":"W2510080011","doi":"10.1093/icvts/ivw260.244","title":"P-247INTRAOPERATIVE NEAR-INFRARED IMAGING CAN DISTINGUISH TUMOUR IN ANTERIOR MEDIASTINUM FROM NORMAL TISSUE","year":2016,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mediastinum; Radiology; Anterior mediastinum; Pathology; Nuclear 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":[0.0007773194,0.0003119457,0.000977075,0.0002516372,0.00009982223,0.0001074267,0.00008349154,0.00006309391,0.0002965193],"category_scores_gemma":[0.001086914,0.0002287104,0.0004878516,0.0002173932,0.000155411,0.0002939941,0.0001361095,0.0002209835,0.0000383928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450004,"about_ca_system_score_gemma":0.00006638493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005537803,"about_ca_topic_score_gemma":0.00001669242,"domain_scores_codex":[0.9976893,0.0003360292,0.0004975005,0.0006284252,0.0004075016,0.000441256],"domain_scores_gemma":[0.9983703,0.0006944552,0.0001120256,0.0004201267,0.0001813117,0.0002217717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009390099,0.0001392648,0.2070864,0.0001239038,0.00243593,0.02358824,0.003358822,0.000003375379,0.01379003,0.000006283743,0.0009365974,0.7475922],"study_design_scores_gemma":[0.002685985,0.000150007,0.8604998,0.00589541,0.001328042,0.002552219,0.00268067,0.001026773,0.1061284,0.000200216,0.01543238,0.001420102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889922,0.00414219,0.002142643,0.0004819361,0.0007371675,0.0003562486,0.00006443533,0.00006872568,0.003014486],"genre_scores_gemma":[0.9986247,0.00009352614,0.0003572762,0.00008905594,0.0003690686,0.00006798971,0.00003320688,0.00004324942,0.0003219331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7461721,"threshold_uncertainty_score":0.9326541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540869406541427,"score_gpt":0.2707260769528194,"score_spread":0.2553173828874051,"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."}}