{"id":"W2769605808","doi":"10.1097/brs.0000000000002452","title":"Process for Consensus Statements on Lumbar Total Disc Replacement","year":2017,"lang":"en","type":"review","venue":"Spine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medicine; Delphi method; Evidence-based medicine; Lumbar; Presentation (obstetrics); Delphi; Voting; Process (computing); Surgery; Alternative medicine; Politics","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":[0.00218199,0.000268445,0.0008534382,0.0001482594,0.0006849295,0.0001596793,0.0008536881,0.0002469675,0.0001644191],"category_scores_gemma":[0.001472864,0.0002221951,0.000264182,0.0001401679,0.0003308964,0.00006750587,0.0001268037,0.0003038497,0.0001155114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003930304,"about_ca_system_score_gemma":0.001097832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000189436,"about_ca_topic_score_gemma":0.0001374329,"domain_scores_codex":[0.9972931,0.0001924576,0.000509664,0.0005306088,0.0008692622,0.0006049385],"domain_scores_gemma":[0.9983549,0.00008673573,0.0004981154,0.0006888994,0.0002027678,0.0001685963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001069379,0.00008664971,9.966207e-7,0.006315696,0.00007712255,0.00001336753,0.0001454939,1.469984e-7,1.359184e-7,0.002406772,0.01774487,0.9731981],"study_design_scores_gemma":[0.0001788179,0.0002291259,0.000002059171,0.00499444,0.00007420738,0.000001419012,0.0001019975,0.000001396921,0.000001802927,0.0006318952,0.9935372,0.0002456619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001395278,0.9494279,0.0000712992,0.001179609,0.0007444604,0.008072054,0.0003074346,0.0001777915,0.04000552],"genre_scores_gemma":[0.00004043929,0.9657441,0.0002917303,0.00002200623,0.0004217199,0.001732836,0.00009259607,0.00005064165,0.03160388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9757923,"threshold_uncertainty_score":0.9060851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5210815656958776,"score_gpt":0.6538675650454908,"score_spread":0.1327859993496132,"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."}}