{"id":"W4306158098","doi":"10.1002/cam4.5338","title":"Clinical outcomes of temporal bone squamous cell carcinoma: A single‐institution experience","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Ear and Head Tumors","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Department of Science and Technology of Sichuan Province; China Postdoctoral Science Foundation","keywords":"Basal cell; Medicine; Institution; Oncology; Radiology; Internal medicine; Political science","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":[0.0003812554,0.0001424665,0.0006507644,0.0001204473,0.0001148138,0.0000014551,0.000110873,0.00004763663,0.00175607],"category_scores_gemma":[0.0001868817,0.0001086345,0.0001248126,0.0002831862,0.0004314989,0.00003957803,0.00007754858,0.0003548953,0.000005029232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824941,"about_ca_system_score_gemma":0.0002964655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190053,"about_ca_topic_score_gemma":0.00005024021,"domain_scores_codex":[0.9982365,0.0000660259,0.0006347533,0.0002940556,0.0005366714,0.0002320157],"domain_scores_gemma":[0.9990689,0.00009745024,0.0002031549,0.0003412054,0.00009141342,0.0001979228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000266168,0.0003898548,0.9868699,0.0001263239,0.00001042412,0.0002044169,0.002202862,0.000009230705,0.003473983,0.00009380066,0.00496096,0.001392102],"study_design_scores_gemma":[0.007651806,0.003076595,0.9537405,0.00007317916,0.0002285245,0.000111607,0.004116029,0.00008995297,0.001834653,0.00003129997,0.02886108,0.0001847285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863372,0.003403852,0.00005903251,0.002533744,0.001253163,0.0003199244,0.00001547851,0.00004316482,0.006034431],"genre_scores_gemma":[0.9955086,0.00003353862,0.0001136365,0.001731918,0.0004593622,0.00008028936,0.00002532397,0.00001798785,0.002029375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03312933,"threshold_uncertainty_score":0.9991565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0695954032924552,"score_gpt":0.3758438484266702,"score_spread":0.306248445134215,"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."}}