{"id":"W2795047557","doi":"10.1097/aap.0000000000000768","title":"Too Deep or Not Too Deep?","year":2018,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002791954,0.000484892,0.0008078251,0.0002963493,0.0002751549,0.00001993061,0.0003693024,0.0002212686,0.002121379],"category_scores_gemma":[0.0002562532,0.0003159754,0.0001936916,0.0006202877,0.001021621,0.0001016358,0.00001516652,0.0002866822,0.0006808435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298955,"about_ca_system_score_gemma":0.0001536875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046597,"about_ca_topic_score_gemma":0.00003150877,"domain_scores_codex":[0.9963208,0.0004375719,0.0006497747,0.0006847718,0.001198032,0.0007090342],"domain_scores_gemma":[0.9974154,0.0007561299,0.0002074576,0.0007826315,0.0003186742,0.0005197018],"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":[0.004653133,0.0005200844,0.02694635,0.0004955729,0.0003113706,0.00496005,0.002631409,0.000006530917,0.0007554887,0.0152209,0.9255205,0.01797859],"study_design_scores_gemma":[0.002044339,0.002788029,0.0516581,0.0004531071,0.0002512252,0.002122441,0.0009726228,0.002130745,0.00008671018,0.0004163577,0.9367065,0.0003697677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1136527,0.001057216,0.01269229,0.8686654,0.00003086901,0.001328455,3.568695e-8,0.0004421296,0.002130862],"genre_scores_gemma":[0.1603343,0.00041531,0.003153138,0.8039756,0.003479684,0.00009333438,0.00007554007,0.00009811448,0.02837494],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06468979,"threshold_uncertainty_score":0.9999292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03926018288237406,"score_gpt":0.2876950449929477,"score_spread":0.2484348621105736,"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."}}