{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003026374,0.001357294,0.001195096,0.0007747618,0.0006209432,0.0008396335,0.000925865,0.0007363654,0.002960109],"category_scores_gemma":[0.0009634147,0.0004415828,0.00134569,0.0005413275,0.001531675,0.001375892,0.0006740331,0.002016178,0.000716764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000585466,"about_ca_system_score_gemma":0.001468927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001085591,"about_ca_topic_score_gemma":0.001444356,"domain_scores_codex":[0.9990743,0.0003073309,0.00006596326,0.0001544912,0.0001608119,0.0002370246],"domain_scores_gemma":[0.9985701,0.0002223077,0.0002689472,0.0003836107,0.0001429613,0.0004120665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0848356,0.5137568,0.04056878,0.001672133,0.001437471,0.001967456,0.001183785,0.003212466,0.276322,0.0008631563,0.002887471,0.07129292],"study_design_scores_gemma":[0.005763603,0.930069,0.0297804,0.0000554693,0.0006195467,0.001032025,0.0005895238,0.00158194,0.02813935,0.0002221878,0.002082517,0.00006434355],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975972,0.0003978824,0.0007297486,0.00005780821,0.00003084793,0.000594356,0.0001977357,0.0000193111,0.0003751761],"genre_scores_gemma":[0.9927274,0.001651544,0.001991308,0.0001929964,0.00008394496,0.001106482,0.001041531,0.00001808439,0.001186765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003026374,"threshold_uncertainty_score":0.01600522,"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."}}