{"id":"W2329301013","doi":"10.1097/sla.0000000000000755","title":"Reply to Letter","year":2014,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"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":[0.001886536,0.0006567961,0.001092181,0.0007953308,0.002620601,0.002399446,0.001495965,0.02742439,0.01144624],"category_scores_gemma":[0.01955878,0.0006112782,0.000894775,0.0006714122,0.001836249,0.00279757,0.001216964,0.02085949,0.009901798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003805456,"about_ca_system_score_gemma":0.003494869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005775948,"about_ca_topic_score_gemma":0.006336648,"domain_scores_codex":[0.998307,0.0004847992,0.0001965086,0.0002183183,0.0005240091,0.0002694303],"domain_scores_gemma":[0.9948278,0.002056028,0.0004003381,0.000132444,0.00164821,0.0009351483],"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":[0.00002305063,0.00001021027,0.0003427881,0.00002098578,0.000005983885,0.0008386215,0.00006435682,0.00001637649,0.00003085445,0.0004764543,0.9961547,0.002015557],"study_design_scores_gemma":[0.00009309686,0.0000491909,0.001582661,0.0002855635,0.00002937281,0.005181754,0.0006018939,0.0002032414,0.0002197761,0.003815051,0.9878718,0.00006664503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003678332,0.0008722964,0.00003615132,0.9756865,0.02049397,0.000008278809,0.00006276884,0.00003282824,0.002439439],"genre_scores_gemma":[0.003518995,0.0008355879,0.00008749552,0.9632222,0.02526654,0.00002370568,0.00004274679,0.0000253914,0.006977255],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02742439,"threshold_uncertainty_score":0.03829145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2685516391923873,"score_gpt":0.3595507011691478,"score_spread":0.09099906197676044,"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."}}