{"id":"W2903006879","doi":"10.23736/s0375-9393.18.13248-2","title":"Taking the pain by the horns: rams and measuring tape","year":2018,"lang":"en","type":"letter","venue":"Minerva Anestesiologica","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","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":[],"consensus_categories":[],"category_scores_codex":[0.002397886,0.0004770204,0.0005795573,0.00005309238,0.0004193033,0.0001010258,0.0005283881,0.0006139149,0.0003667937],"category_scores_gemma":[0.001176926,0.000203834,0.0001812664,0.0001664752,0.0005662841,0.00003106027,0.0001296184,0.001160125,0.00007503613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003819231,"about_ca_system_score_gemma":0.00002763421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008845878,"about_ca_topic_score_gemma":0.000003887263,"domain_scores_codex":[0.9970044,0.001008575,0.0003709545,0.0006065808,0.0004406112,0.0005689064],"domain_scores_gemma":[0.9965621,0.001963991,0.000439427,0.0008619241,0.0001104763,0.00006214215],"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":[0.00002849004,0.00001842983,0.004119623,0.0002069341,0.00009824657,0.0004941503,0.0001439266,6.162665e-7,0.0001959058,0.000007887312,0.9817311,0.01295476],"study_design_scores_gemma":[0.0002383872,0.0004866125,0.01080871,0.0003111891,0.0002677441,0.00024976,0.0001953202,0.0001456913,0.00001180134,0.00008201281,0.9869137,0.0002890926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0202259,0.006646964,0.0001887845,0.9674457,0.0001059569,0.001383026,0.000002619865,0.0001571341,0.003843964],"genre_scores_gemma":[0.03319475,0.0003398988,0.000143292,0.9460089,0.003504281,0.0001662037,0.0001406865,0.00005765312,0.01644431],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02143673,"threshold_uncertainty_score":0.8312109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04827323314631111,"score_gpt":0.2419755442997898,"score_spread":0.1937023111534787,"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."}}