{"id":"W2024255030","doi":"10.1055/s-2006-959338","title":"Reconstruction of Lateral Skull Base Defects after Tumor Ablation","year":2007,"lang":"en","type":"article","venue":"Skull base","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Skull; Ablation; Tumor ablation; Radiology; Surgery; Soft tissue","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005425408,0.0001132582,0.0002868994,0.0001585123,0.00002658193,0.0000044155,0.00003411399,0.0001164908,0.001320767],"category_scores_gemma":[0.0002056011,0.00009482468,0.0001062953,0.0001908104,0.00008166896,0.00008538037,0.00001990854,0.0001777393,0.0001199926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007425417,"about_ca_system_score_gemma":0.00007499926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004900122,"about_ca_topic_score_gemma":0.00005322652,"domain_scores_codex":[0.9989306,0.00005786819,0.0003652958,0.000205615,0.00018159,0.0002590229],"domain_scores_gemma":[0.9992355,0.0001509829,0.00009096428,0.0001895307,0.0001272693,0.0002057471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006182954,0.0007845126,0.827729,0.0003903944,0.00006554384,0.002813353,0.0003756426,0.00000657073,0.09553423,0.000340658,0.001251115,0.06452598],"study_design_scores_gemma":[0.005757051,0.001413875,0.8445759,0.0003680688,0.0001492285,0.0010581,0.00007074299,0.0003100106,0.1282677,0.0004147828,0.01731876,0.0002957585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936172,0.00007237029,0.0001457232,0.0003340066,0.0003566756,0.0002280019,0.000009422612,0.00004578841,0.005190812],"genre_scores_gemma":[0.9965894,0.000007237701,0.00140202,0.001164565,0.0002799889,0.000008322379,0.00001980285,0.00001508822,0.0005135954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06423022,"threshold_uncertainty_score":0.9995922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274087285914641,"score_gpt":0.2728136131756069,"score_spread":0.2600727403164604,"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."}}