{"id":"W4406640540","doi":"10.1016/b978-1-4557-5116-7.00110-x","title":"10.1016/b978-1-4557-5116-7.00110-x","year":2000,"lang":"en","type":"book-chapter","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":"Computer science","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":[0.0006324048,0.002040616,0.001130305,0.001530377,0.001058082,0.003710227,0.002363089,0.003324138,0.9696834],"category_scores_gemma":[0.00119602,0.0006974692,0.000738546,0.001558571,0.0009056847,0.004162475,0.00278059,0.001989191,0.9831647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006474119,"about_ca_system_score_gemma":0.0006582882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106796,"about_ca_topic_score_gemma":0.002594024,"domain_scores_codex":[0.9997043,0.00001706,0.00001798394,0.00009756132,0.0001130202,0.00005012724],"domain_scores_gemma":[0.9988604,0.0003688594,0.00007378597,0.0001472925,0.0001996544,0.0003499532],"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":[0.0001005644,0.00008585004,0.0002305209,0.000376541,0.00001154411,0.0001000421,0.0000706987,0.000241018,0.001972092,0.006164531,0.3998353,0.5908113],"study_design_scores_gemma":[0.00001179644,0.00003053587,0.0003524375,0.000203849,0.000004894778,0.0001748039,0.00004948777,0.0000794171,0.0002453233,0.001074467,0.9977643,0.000008601432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001651099,0.0007998621,0.00100288,0.0002990774,0.0002076675,0.00003416188,0.000550022,0.0008805921,0.9960606],"genre_scores_gemma":[0.0003708447,0.0003991293,0.0003853792,0.00009989864,0.00003927889,0.0000233909,0.0003124389,0.0001849063,0.9981847],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03031659,"threshold_uncertainty_score":0.04324287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455109345198711,"score_gpt":0.2140097228381149,"score_spread":0.1994586293861278,"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."}}