{"id":"W4406576901","doi":"10.1016/j.yhls.2016.05.035","title":"10.1016/j.yhls.2016.05.035","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008642479,0.0001609039,0.0002418809,0.00006664103,0.00004781341,0.00001692645,0.0001301609,0.00007786454,0.998915],"category_scores_gemma":[0.00006943865,0.0001438483,0.00009937077,0.000218383,0.00004337809,0.00006840986,0.00002481718,0.0001313045,0.9955804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000514211,"about_ca_system_score_gemma":0.00005707351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006109101,"about_ca_topic_score_gemma":3.872357e-7,"domain_scores_codex":[0.9989982,0.00002520328,0.0001802581,0.0002530603,0.0002195322,0.0003237239],"domain_scores_gemma":[0.999279,0.00002649996,0.00002025844,0.0003791401,0.00004927912,0.000245778],"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":[0.0001938216,0.00007998756,7.147623e-7,0.00000934911,0.00002565524,0.00002033483,0.00001965502,0.00001092522,0.0004020266,2.684639e-7,0.5437909,0.4554464],"study_design_scores_gemma":[0.0007144149,0.0003647727,0.0003547308,0.00005502791,0.00003617302,0.00003134685,0.0000023668,0.00009784813,0.0001258589,0.000004733865,0.9980436,0.0001691495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006548805,0.0002020098,5.104765e-7,0.001795004,0.000001896147,0.0002765376,0.00001051492,0.0001824149,0.9909823],"genre_scores_gemma":[0.0006095271,8.432305e-7,0.0001693336,0.0005348561,0.0001456891,0.00002254701,0.00003138428,0.00004020352,0.9984456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4552772,"threshold_uncertainty_score":0.5865965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006158877258559927,"score_gpt":0.1997597995328504,"score_spread":0.1936009222742905,"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."}}