{"id":"W4307047929","doi":"10.1002/9781119000822.hfcm131.pub2","title":"Coagulation Complications of Cancer Patients","year":2022,"lang":"en","type":"other","venue":"Holland‐Frei Cancer Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Malignancy; Cancer; Intensive care medicine; Coagulation; Identification (biology); 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":[0.0001071733,0.0003023412,0.0001904662,0.001219028,0.000227884,0.0004284957,0.0001268996,0.0003484828,0.01045619],"category_scores_gemma":[0.0003844628,0.0000709185,0.000235581,0.0009736045,0.00007706978,0.0004690454,0.0002529064,0.0005092648,0.001247929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003067574,"about_ca_system_score_gemma":0.0004466039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847477,"about_ca_topic_score_gemma":0.00350735,"domain_scores_codex":[0.9998968,0.00001850009,0.00001703652,0.00001268397,0.00003898667,0.00001603863],"domain_scores_gemma":[0.9999068,0.00002869839,0.00002317246,0.000001837789,0.00002930678,0.00001020799],"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":[0.0001451527,0.00009771364,0.008624761,0.005718564,0.00007692553,0.0009475669,0.0005654517,0.0001941432,0.001333198,0.004460108,0.1623009,0.8155357],"study_design_scores_gemma":[0.00001377009,0.0001188458,0.0230914,0.003804523,0.0001049064,0.007221379,0.0003211563,0.00009377341,0.0004715896,0.001546755,0.9631927,0.00001911168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0134954,0.8802747,0.001972981,0.007369362,0.0009978032,0.0002156849,0.003228629,0.0002100958,0.09223545],"genre_scores_gemma":[0.05093918,0.8920404,0.004868624,0.003957778,0.001123418,0.0002058818,0.004579139,0.00003906494,0.04224646],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01045619,"threshold_uncertainty_score":0.03497946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610823924141908,"score_gpt":0.3344797899219518,"score_spread":0.3083715506805327,"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."}}