{"id":"W2333557219","doi":"10.1097/brs.0000000000000478","title":"Commentary","year":2014,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Reprint; Library science; Family medicine; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006930692,0.001042155,0.001529281,0.001678728,0.004115947,0.003613501,0.005912473,0.04049101,0.04268724],"category_scores_gemma":[0.0790047,0.0009823546,0.00193764,0.001611508,0.00386207,0.005747507,0.002599883,0.03405966,0.0221619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006995921,"about_ca_system_score_gemma":0.01622443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02136681,"about_ca_topic_score_gemma":0.02262194,"domain_scores_codex":[0.9928382,0.001735112,0.0006140594,0.0009460269,0.003014754,0.0008518608],"domain_scores_gemma":[0.9461253,0.02516455,0.001744889,0.001295329,0.02105943,0.004610384],"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":[0.000008901518,0.000002398861,0.00002834324,0.00007698241,0.000005032592,0.00006535438,0.00002775665,0.000008658589,0.000008615034,0.0006488609,0.9973837,0.001735515],"study_design_scores_gemma":[0.0000458559,0.00001156874,0.0002558827,0.001206183,0.00002389432,0.0003879657,0.0001676129,0.00003099613,0.00008940521,0.002444576,0.9953102,0.00002573318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000101893,0.002421025,0.00007070218,0.9126337,0.08067751,0.00001999661,0.0002858527,0.00003256696,0.003756749],"genre_scores_gemma":[0.001270118,0.002300211,0.00008640918,0.9411161,0.04952857,0.00004242059,0.0001091405,0.0000312203,0.005515906],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04268724,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452103611477878,"score_gpt":0.2923313833052363,"score_spread":0.2778103471904576,"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."}}