{"id":"W4231714547","doi":"10.1097/pap.0b013e318268ef97","title":"In Reply","year":2012,"lang":"en","type":"article","venue":"Advances in Anatomic Pathology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Family medicine; Library science; Medical laboratory; Pathology; Computer science","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":[0.003592609,0.0007893554,0.001218564,0.0009312162,0.001921269,0.002887197,0.002187188,0.01869097,0.01737961],"category_scores_gemma":[0.03674289,0.000745361,0.0009083439,0.0007931462,0.001819301,0.004155608,0.001601178,0.0264995,0.01254755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006435,"about_ca_system_score_gemma":0.003592136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003732031,"about_ca_topic_score_gemma":0.004814943,"domain_scores_codex":[0.9976907,0.0005838907,0.0003453124,0.000359607,0.0007342249,0.0002863813],"domain_scores_gemma":[0.9848754,0.006653058,0.0008173313,0.0004624837,0.005502646,0.001689075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002361818,0.000007408225,0.0002265239,0.00003645003,0.0000061888,0.0001796076,0.00003416016,0.00001202072,0.00003733218,0.0003072061,0.9961907,0.002938818],"study_design_scores_gemma":[0.00005790414,0.00002600984,0.001111711,0.00017113,0.00002425281,0.001201491,0.0003447924,0.00008480949,0.0002643281,0.001380105,0.995279,0.00005456164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000286786,0.002095884,0.0001359043,0.9085893,0.08681454,0.00002131608,0.0001918683,0.00005860393,0.001805828],"genre_scores_gemma":[0.001855799,0.001911109,0.0001961523,0.9431727,0.04499074,0.00005196379,0.00008785258,0.00003648735,0.007697161],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01869097,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00988529417841797,"score_gpt":0.3225593750969102,"score_spread":0.3126740809184922,"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."}}