{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005112106,0.0001497019,0.0005598851,0.0000741845,0.00003656402,0.000006847985,0.00003160586,0.000109428,0.00008215697],"category_scores_gemma":[0.0001575434,0.000120416,0.00007502271,0.0002688847,0.0001056196,0.0001224363,0.0000324313,0.0003024443,0.00007877401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007263889,"about_ca_system_score_gemma":0.00008803148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001708921,"about_ca_topic_score_gemma":0.000008812309,"domain_scores_codex":[0.9986497,0.0001538433,0.0002682669,0.0002626248,0.0001993175,0.0004662828],"domain_scores_gemma":[0.9988749,0.0004482385,0.00004290129,0.0001828917,0.00003574024,0.0004153275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008760481,0.006920355,0.938593,0.0005163721,0.00002800113,0.0004327508,0.0005021989,0.000002911776,0.002947263,0.0009401095,0.03217047,0.01607053],"study_design_scores_gemma":[0.004073917,0.0004616919,0.8071848,0.0001735631,0.00006391008,0.00110317,0.00009623713,0.003474024,0.002285398,0.00006350352,0.1805944,0.0004254037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938956,0.0007760475,0.00002154202,0.001009713,0.0001050017,0.0002285775,0.000005532232,0.00004616112,0.003911749],"genre_scores_gemma":[0.9984287,0.00005091909,0.0001307517,0.0004541333,0.0005470826,0.00003661273,0.00006286144,0.00001809738,0.000270854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.148424,"threshold_uncertainty_score":0.4910422,"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."}}