{"id":"W2992727443","doi":"10.1002/anr3.12030","title":"Laparoscopic hepatectomy in a patient with uncontrolled polycythaemia vera","year":2019,"lang":"en","type":"article","venue":"Anaesthesia Reports","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Polycythaemia; Medicine; Phlebotomy; Polycythemia vera; Surgery; Thrombosis; Blood transfusion; Bloodletting; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001164764,0.0002393692,0.0006411638,0.0001434509,0.00003400121,0.0000206638,0.00002965736,0.00008403127,0.000205437],"category_scores_gemma":[0.00002474528,0.0001593683,0.00008661365,0.0002356245,0.00002748796,0.00007333368,0.00001503327,0.0001506893,0.00007243967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870135,"about_ca_system_score_gemma":0.0002440669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005960573,"about_ca_topic_score_gemma":0.0002770823,"domain_scores_codex":[0.9983939,0.00004399833,0.0004307719,0.0004612255,0.0003519973,0.0003181186],"domain_scores_gemma":[0.9990641,0.00003191016,0.000190328,0.0005018698,0.00006737876,0.0001444095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004899644,0.0004089512,0.9738898,0.00002756968,0.00008880372,0.02069374,0.0002429979,0.00002580426,0.0001408224,0.00009312625,0.0001470792,0.003751366],"study_design_scores_gemma":[0.01042706,0.005707242,0.9546466,0.0006360909,0.0001687766,0.004652375,0.0001492639,0.0001204194,0.01163184,0.0001209236,0.01131659,0.0004227459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910713,0.000350876,0.000001627375,0.000853686,0.00008032431,0.001398476,7.55832e-7,0.00005114736,0.006191812],"genre_scores_gemma":[0.9980146,0.00006858887,0.0003155501,0.0007734903,0.00002533866,0.0002628592,0.00001973594,0.00003104256,0.0004887492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0192431,"threshold_uncertainty_score":0.6498852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004602675373873715,"score_gpt":0.2187308671427243,"score_spread":0.2141281917688506,"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."}}