{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3800176,0.003057701,0.003832391,0.01452999,0.00671374,0.006238246,0.006550495,0.006769539,0.03076239],"category_scores_gemma":[0.4226471,0.002862025,0.007800031,0.008882745,0.005459564,0.007189644,0.01976142,0.01114571,0.01338716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009630559,"about_ca_system_score_gemma":0.06827001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002737322,"about_ca_topic_score_gemma":0.003149408,"domain_scores_codex":[0.6052904,0.2826279,0.06313182,0.009238602,0.03306026,0.006651029],"domain_scores_gemma":[0.5286118,0.2132896,0.03097782,0.03153132,0.1867899,0.00879966],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002064722,0.0007086536,0.001312686,0.04981909,0.0008798054,0.001433763,0.1293336,0.003273441,0.00945846,0.05032381,0.1816146,0.5697773],"study_design_scores_gemma":[0.003204407,0.0008831717,0.004097768,0.03417956,0.0005817688,0.00111789,0.03418327,0.008299789,0.007554147,0.1585051,0.7464659,0.0009271511],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"review","genre_scores_codex":[0.01550526,0.004785413,0.3107119,0.0254293,0.0075728,0.6058062,0.004971419,0.001834351,0.0233833],"genre_scores_gemma":[0.04363451,0.003027645,0.5094374,0.003289397,0.0007382499,0.4296761,0.002397178,0.0003599178,0.007439698],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6199824,"threshold_uncertainty_score":0.7645487,"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."}}