{"id":"W4400292379","doi":"10.1002/hed.27858","title":"Endoscopic‐assisted transorbital extended orbital exenteration: A multi‐institutional preclinical study","year":2024,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Interquartile range; Orbit (dynamics); Surgery; Complication; General surgery","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":[0.0002888419,0.0002489712,0.0005912912,0.0001227642,0.0001353242,0.00006168358,0.00008864223,0.0001863275,0.001168928],"category_scores_gemma":[0.0001706372,0.0001824523,0.0002779179,0.0002863038,0.0001485146,0.000169283,0.00003412258,0.0005266456,0.0006433011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320497,"about_ca_system_score_gemma":0.000479608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003968956,"about_ca_topic_score_gemma":0.00008938762,"domain_scores_codex":[0.9978227,0.000139352,0.0006736855,0.000594164,0.0003993128,0.0003707577],"domain_scores_gemma":[0.9990187,0.0002818715,0.00002942491,0.00026682,0.00007877449,0.0003244422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01453758,0.1211165,0.2723674,0.004643799,0.00528896,0.1533479,0.01947051,0.0000980933,0.06168412,0.02280734,0.0415808,0.283057],"study_design_scores_gemma":[0.01984869,0.009430632,0.7811741,0.001072881,0.0005505811,0.003326896,0.000436892,0.008379203,0.0007049236,0.00008976264,0.1744779,0.0005075534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864827,0.0008282427,0.0004648116,0.003446504,0.001310781,0.001082615,0.0000288807,0.0003455329,0.006009904],"genre_scores_gemma":[0.9936287,0.00001355451,0.001519535,0.0003743785,0.000916754,0.0001426201,0.00008033281,0.00002746231,0.003296705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5088067,"threshold_uncertainty_score":0.9997441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08807657815404221,"score_gpt":0.4101452031939013,"score_spread":0.3220686250398591,"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."}}