{"id":"W4236122746","doi":"10.1093/med/9780197534342.003.0004","title":"Spine","year":2020,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Laminoplasty; Anterior cervical discectomy and fusion; Cervical spine; Radiation therapy; Radiography; Spinal cord; Myelopathy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003691227,0.0008776714,0.0006531588,0.001463127,0.0008484194,0.002730598,0.00101905,0.001833199,0.3308254],"category_scores_gemma":[0.001145918,0.0003077712,0.0006341236,0.001172639,0.0004731249,0.001866884,0.001736686,0.001529359,0.2391311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000793083,"about_ca_system_score_gemma":0.001066318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126096,"about_ca_topic_score_gemma":0.003168453,"domain_scores_codex":[0.9996182,0.00003572197,0.00002883529,0.00006502752,0.0002172692,0.00003492463],"domain_scores_gemma":[0.9996948,0.0000470209,0.00002228116,0.00003613838,0.0001289686,0.00007078776],"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":[0.00002961675,0.00003119322,0.0002196505,0.0004531547,0.000009602267,0.0001981265,0.00008737342,0.00009994024,0.0005968038,0.009643754,0.5127047,0.475926],"study_design_scores_gemma":[0.000003012333,0.000008634493,0.0001200036,0.0001289059,0.000001870491,0.00036923,0.00001966005,0.00001295632,0.00005397336,0.001153768,0.9981256,0.000002322199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008809138,0.1098521,0.004519008,0.01171407,0.02341943,0.0001240928,0.001577025,0.00127768,0.8466356],"genre_scores_gemma":[0.004163499,0.07100793,0.005068897,0.007258101,0.006680908,0.0001287483,0.001965613,0.0003552556,0.9033711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3308254,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593743991912774,"score_gpt":0.1753334898917207,"score_spread":0.1593960499725929,"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."}}