{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003230734,0.0003818124,0.0005262754,0.001739501,0.002231697,0.0009785915,0.0009253888,0.000645334,0.007201999],"category_scores_gemma":[0.007959712,0.0003164758,0.0005694369,0.003710855,0.0008162833,0.0006290603,0.001167084,0.0008536165,0.0009012651],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01923152,"about_ca_system_score_gemma":0.02949183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8387266,"about_ca_topic_score_gemma":0.8400267,"domain_scores_codex":[0.9971697,0.0004297385,0.0003657446,0.0002513174,0.001125529,0.0006580697],"domain_scores_gemma":[0.9927222,0.000772142,0.001341674,0.0001448582,0.003812892,0.001206341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002768672,0.0007920174,0.9015839,0.0009044209,0.00006129128,0.0003526734,0.007348806,0.0004144183,0.0005784331,0.0004603065,0.04078086,0.04644614],"study_design_scores_gemma":[0.00006806909,0.0003114991,0.9661966,0.0002061469,0.0000179142,0.0001969943,0.006148267,0.0003559874,0.0001053329,0.00005556798,0.02629248,0.00004502564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947422,0.001270829,0.001139659,0.006157797,0.0001622868,0.007229276,0.05199837,0.00007720944,0.03722238],"genre_scores_gemma":[0.971981,0.001598521,0.003511322,0.002621873,0.00005300654,0.003420862,0.01124965,0.00002679047,0.0055371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9807685,"threshold_uncertainty_score":0.3244463,"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."}}