{"id":"W2444523272","doi":"10.1097/aap.0000000000000363","title":"Real-Time Detection of Periforaminal Vessels in the Cervical Spine","year":2016,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of British Columbia; Kelowna General Hospital; Montreal General Hospital","funders":"","keywords":"Medicine; Cervical spine; SPINE (molecular biology); Radiology; Surgery; Bioinformatics","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":[0.0003202384,0.000153826,0.0001094939,0.0008468981,0.0001399134,0.0003418964,0.0002505293,0.0004688288,0.001322223],"category_scores_gemma":[0.002994168,0.0001229227,0.00009205268,0.0004792892,0.0002443712,0.0003267017,0.0001878902,0.0001997552,0.0001864175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002470686,"about_ca_system_score_gemma":0.0002285912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182609,"about_ca_topic_score_gemma":0.002428096,"domain_scores_codex":[0.9997175,0.00006431912,0.00002586089,0.00005614842,0.00009093298,0.00004512995],"domain_scores_gemma":[0.9988574,0.0004196344,0.0004271114,0.00005333836,0.0001475412,0.00009500524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002115976,0.00001433848,0.9764957,0.00004028313,0.00001280219,0.001080946,0.0001204663,0.0001044769,0.01020938,0.0000217322,0.00007351207,0.01161458],"study_design_scores_gemma":[0.00001317218,0.0003313775,0.9797848,0.0000249911,0.00003227125,0.01335759,0.0003322783,0.001019937,0.00450517,0.00005489352,0.0005338725,0.000009607666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985068,0.0005356224,0.0005317429,0.00002043046,0.000002671839,0.000005790037,0.00006787309,0.00001189627,0.0003172415],"genre_scores_gemma":[0.9992248,0.0001196853,0.0005420272,0.000007863866,0.00000421915,0.00000439375,0.0000397546,0.000001217123,0.00005614065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002182609,"threshold_uncertainty_score":0.004423261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730530551910051,"score_gpt":0.2554949311011286,"score_spread":0.2381896255820281,"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."}}