{"id":"W2591259654","doi":"10.1097/sla.0000000000002184","title":"Reply to","year":2017,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Humanities","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":[0.002964713,0.0008187902,0.001269588,0.0009118163,0.003564229,0.002780785,0.001830796,0.03375233,0.01106067],"category_scores_gemma":[0.02703846,0.0007072152,0.000950428,0.0007774386,0.002731103,0.004025379,0.001785247,0.0307136,0.01146087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003871126,"about_ca_system_score_gemma":0.003809436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005512692,"about_ca_topic_score_gemma":0.00619015,"domain_scores_codex":[0.99801,0.0005177842,0.0002623004,0.0003015304,0.0005555188,0.0003529267],"domain_scores_gemma":[0.9930976,0.00313452,0.0005022318,0.0001826225,0.002021182,0.001061831],"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":[0.00001915901,0.000006464003,0.0002373275,0.00002539006,0.000004818331,0.0007162244,0.00009313427,0.00001383974,0.00002848217,0.0005383006,0.9965623,0.001754455],"study_design_scores_gemma":[0.00008375063,0.00003998422,0.001174344,0.0003796815,0.00002751442,0.00474582,0.0009017619,0.0002029538,0.0002266211,0.004258385,0.9878813,0.00007792047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002361782,0.001233381,0.00004048656,0.9767705,0.01996855,0.000009479718,0.000076565,0.00003192227,0.00163287],"genre_scores_gemma":[0.002322581,0.0008900051,0.00006221781,0.9718802,0.02101473,0.00002691498,0.0000417821,0.00002168189,0.003739891],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03375233,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.421300850902179,"score_gpt":0.4139049466684313,"score_spread":0.007395904233747752,"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."}}