{"id":"W2021250817","doi":"10.1002/cncr.11630","title":"Craniofacial surgery for malignant skull base tumors","year":2003,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":340,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Craniofacial; Surgery; Radiation therapy; Skull; Cohort; Histology; Chemotherapy; Internal medicine","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":[0.0003102308,0.0003115726,0.0003010549,0.0007619188,0.0006608003,0.0003954928,0.0003377348,0.0002901338,0.003205403],"category_scores_gemma":[0.001216741,0.0001186617,0.00037368,0.001095744,0.000373848,0.0002189094,0.0003935405,0.0003379836,0.0003955201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004631919,"about_ca_system_score_gemma":0.0007632344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989309,"about_ca_topic_score_gemma":0.003391535,"domain_scores_codex":[0.9996469,0.00002666832,0.00003314482,0.00004468676,0.000157926,0.00009069238],"domain_scores_gemma":[0.9990851,0.000134998,0.0005257239,0.00005372713,0.00005567282,0.0001448893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008648169,0.00003596275,0.9862628,0.00004969983,0.00006411022,0.002842238,0.00004699529,0.00008846114,0.0007545167,0.00003230146,0.0004101229,0.009326364],"study_design_scores_gemma":[0.00002098654,0.000239404,0.9684353,0.00004424041,0.00005252161,0.02911097,0.0001684375,0.0001163961,0.0006181241,0.0000982659,0.001089458,0.000005887346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971972,0.001025022,0.0002012515,0.00005346812,0.0000166262,0.00002122284,0.0003685277,0.000008592534,0.001108096],"genre_scores_gemma":[0.9981957,0.0007712924,0.0001955697,0.00003942385,0.00003835021,0.0000153795,0.0005878913,0.000002996725,0.0001534117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003205403,"threshold_uncertainty_score":0.01072311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237940810775804,"score_gpt":0.3338367501299031,"score_spread":0.2814573420221451,"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."}}