{"id":"W2094989623","doi":"10.1002/hed.23006","title":"Physical morbidity by surgical approach and tumor location in skull base surgery","year":2012,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Skull; Surgery; Endocrine system; Odds ratio; Reduction (mathematics); Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003788791,0.0002162494,0.0002155732,0.0008218134,0.0003068024,0.0003757705,0.0002076931,0.0002184652,0.002202345],"category_scores_gemma":[0.002807315,0.0001211529,0.0003328314,0.0008065212,0.0003467612,0.0002666095,0.0005207537,0.0003211633,0.0002057434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056755,"about_ca_system_score_gemma":0.0002728764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483928,"about_ca_topic_score_gemma":0.00326147,"domain_scores_codex":[0.9995399,0.00008621584,0.00005911908,0.00004878285,0.0001737517,0.00009239189],"domain_scores_gemma":[0.9970504,0.0006578843,0.00168549,0.00005465218,0.000171155,0.0003803822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005556638,0.00001030311,0.9983949,0.000007736514,0.00001653788,0.0001689408,0.00002550126,0.00002439756,0.0001362477,0.000004061492,0.00003329686,0.001122427],"study_design_scores_gemma":[0.000002406118,0.00005901779,0.9985936,0.000005951247,0.000008360355,0.001070545,0.0001019854,0.00005107978,0.00004232893,0.00001048038,0.00005214797,0.000001980635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992146,0.000286632,0.00004271805,0.00002489731,0.000004239562,0.000006219924,0.00009779935,0.000001438941,0.0003212873],"genre_scores_gemma":[0.9996868,0.0001061416,0.00004044202,0.000007195526,0.000005821672,0.000003961019,0.0001144696,8.085716e-7,0.00003434516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002202345,"threshold_uncertainty_score":0.007367551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03997991237227306,"score_gpt":0.316952188685948,"score_spread":0.276972276313675,"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."}}