{"id":"W4406416548","doi":"10.1016/j.yort.2015.04.045","title":"10.1016/j.yort.2015.04.045","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lumbar disc herniation; Lumbar spine; Disc herniation; Surgery; SPINE (molecular biology); Lumbar; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004482729,0.0008449495,0.0004447478,0.001129101,0.0008589072,0.002139663,0.0007841621,0.002664975,0.876678],"category_scores_gemma":[0.001177365,0.0003796067,0.0005421602,0.0004675275,0.0007610495,0.001841911,0.0009529982,0.001262465,0.7795656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006260513,"about_ca_system_score_gemma":0.0009885333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231058,"about_ca_topic_score_gemma":0.002623632,"domain_scores_codex":[0.9998115,0.00001591616,0.00001495091,0.00005039944,0.00005574359,0.00005161874],"domain_scores_gemma":[0.9993331,0.0001080574,0.00009550453,0.00003514551,0.0001469741,0.0002811275],"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":[0.0003923605,0.0002754677,0.005492026,0.0005735909,0.0000413361,0.000718014,0.0001699352,0.000212987,0.001448099,0.004746225,0.2977503,0.6881796],"study_design_scores_gemma":[0.00009371537,0.000219416,0.008871969,0.001346119,0.00005052909,0.005519819,0.0004495604,0.0002634019,0.0006915851,0.004967228,0.9774923,0.00003443436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00864127,0.01974132,0.002812794,0.01017396,0.003766575,0.0001190002,0.00307328,0.001583319,0.9500885],"genre_scores_gemma":[0.02153862,0.006253007,0.001917995,0.00213163,0.0009571531,0.00007841348,0.00153223,0.0002435986,0.9653473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.123322,"threshold_uncertainty_score":0.1759038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009465202840308613,"score_gpt":0.2283454304949128,"score_spread":0.2188802276546042,"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."}}