{"id":"W2767537061","doi":"10.1177/2192568217724132","title":"Spinal Dural Repair: A Canadian Questionnaire","year":2017,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Tears; Surgery; Sealant","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003308778,0.0001248789,0.0002955631,0.00005081825,0.0007111966,0.00008545312,0.0001706587,0.0001406515,0.0004378012],"category_scores_gemma":[0.0005651428,0.00009578819,0.0002358849,0.00005605134,0.0001219181,0.0001454969,0.0000361892,0.0003849985,0.0002433404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006907848,"about_ca_system_score_gemma":0.001174891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01316276,"about_ca_topic_score_gemma":0.03893682,"domain_scores_codex":[0.9988232,0.00003558814,0.0002813146,0.0001556984,0.0002281215,0.0004761235],"domain_scores_gemma":[0.9981486,0.000001309904,0.000134322,0.0002978931,0.0001645798,0.001253298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003917974,0.0002091092,0.7748493,0.00005196482,0.0001903705,0.0180985,0.00002292403,0.000002170539,0.0002004255,0.007335029,0.06803075,0.1306176],"study_design_scores_gemma":[0.001291283,0.0007319934,0.8201641,0.0002181591,0.0000478085,0.01310428,0.000006110832,0.00005480327,0.00000412203,0.0004283634,0.1638604,0.00008860837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871468,0.0009222937,0.00009248644,0.04479975,0.001454703,0.0001349758,0.000008456364,0.00007328833,0.06536728],"genre_scores_gemma":[0.9942972,0.00007947687,0.001141267,0.001860146,0.001692984,0.000001702868,0.000001895423,0.000006974448,0.00091833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.130529,"threshold_uncertainty_score":0.9934087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154101444438818,"score_gpt":0.3528025251131898,"score_spread":0.3312615106688016,"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."}}