{"id":"W4282841307","doi":"10.1002/jha2.487","title":"Giant circulating malignant cells spotted in feathered edge of blood film","year":2022,"lang":"en","type":"article","venue":"eJHaem","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Pathology; H&E stain; Biopsy; Medicine; Bone marrow; Periodic acid–Schiff stain; Staining","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000112579,0.001059391,0.0005892995,0.001062323,0.0006253858,0.0004776929,0.0004720525,0.001321237,0.002740612],"category_scores_gemma":[0.0007579951,0.0004343404,0.000321822,0.0006408463,0.0004900255,0.0007657227,0.0005252135,0.001040656,0.0008318456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227409,"about_ca_system_score_gemma":0.0001517468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000804686,"about_ca_topic_score_gemma":0.00121754,"domain_scores_codex":[0.9998401,0.00001581352,0.00001037657,0.00004906555,0.00003301987,0.00005152933],"domain_scores_gemma":[0.9996629,0.00008820344,0.00005851726,0.00004196559,0.00002130964,0.0001271201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00007774364,0.00003083261,0.003988861,0.00003366776,0.000007370541,0.9881202,0.0001122205,0.00005525076,0.005204455,0.0001073655,0.0003723034,0.001889729],"study_design_scores_gemma":[0.00002192714,0.0001761462,0.01228755,0.00002103711,0.00001569055,0.9837209,0.0001029496,0.0004310313,0.001922699,0.0001221386,0.001168558,0.000009364995],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775733,0.004799485,0.003114952,0.00112681,0.0003272454,0.0001806028,0.0003894331,0.0003473027,0.01214096],"genre_scores_gemma":[0.9965118,0.0005566339,0.0008818451,0.0002644148,0.0001456877,0.000008156169,0.0001007046,0.00001216847,0.001518645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002740612,"threshold_uncertainty_score":0.009168267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109176144886274,"score_gpt":0.2509793785310626,"score_spread":0.2298876170821998,"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."}}