{"id":"W4206664316","doi":"10.1016/j.spinee.2020.07.011","title":"NASS 2020 Disclosure Index","year":2020,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"DePuy Synthes Spine; Pacira BioSciences; RTI Surgical; Hospital for Special Surgery; Scoliosis Research Society; University of Louisville; NuVasive; Natural Sciences and Engineering Research Council of Canada; Stryker; Pfizer; Amgen","keywords":"Medicine; Index (typography); World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009521802,0.0007740249,0.001298629,0.00302719,0.001279139,0.007303826,0.00192876,0.006984349,0.2997057],"category_scores_gemma":[0.05744963,0.000411,0.0009041671,0.002522759,0.0008149116,0.001650758,0.002105032,0.003496533,0.1791526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458902,"about_ca_system_score_gemma":0.01046431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001507555,"about_ca_topic_score_gemma":0.001616979,"domain_scores_codex":[0.9912088,0.001654438,0.001085171,0.0002803716,0.004806009,0.0009652173],"domain_scores_gemma":[0.9620267,0.00834598,0.004433314,0.001311116,0.01837374,0.005509159],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004793794,0.00002473022,0.0002360119,0.0001802587,0.000005382906,0.00004579657,0.00000940673,0.00006455161,0.00005446101,0.003551275,0.9646531,0.03112718],"study_design_scores_gemma":[0.00003609573,0.00002904625,0.000419792,0.0003580577,0.000008584829,0.0002162304,0.00003007605,0.000299451,0.0001205418,0.004159718,0.9943113,0.00001094211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001691581,0.01233927,0.003814796,0.1648797,0.1591615,0.0009318661,0.03013723,0.001599107,0.6254449],"genre_scores_gemma":[0.03178092,0.01389202,0.007041744,0.09967102,0.08932585,0.002107641,0.03885241,0.0007415721,0.7165868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9904782,"threshold_uncertainty_score":0.9988849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0895069169450138,"score_gpt":0.3932349917686935,"score_spread":0.3037280748236798,"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."}}