{"id":"W2595285562","doi":"10.1002/lary.26544","title":"Staging cutaneous squamous cell carcinoma metastases to the parotid gland","year":2017,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Health Sciences Centre; South Health Campus; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Parotid gland; Parotidectomy; Cohort; Metastasis; Cancer staging; Oncology; Stage (stratigraphy); Internal medicine; Cancer; T-stage; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003370644,0.0002295559,0.0003590248,0.00003620595,0.001188652,0.0001389315,0.0006696767,0.00003407328,0.0001625227],"category_scores_gemma":[0.0002003131,0.0001162589,0.00009803925,0.00007763939,0.0002045645,0.00006763385,0.0004798401,0.0002560437,0.0003791791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000066222,"about_ca_system_score_gemma":0.00008139409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118972,"about_ca_topic_score_gemma":0.0004245952,"domain_scores_codex":[0.998611,0.00008538218,0.0002018634,0.000310767,0.0003454445,0.0004454851],"domain_scores_gemma":[0.9978579,0.0002204201,0.0001345749,0.001595421,0.00006439383,0.0001272491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009905957,0.0002426455,0.8476953,0.0002777981,0.0002360509,0.001498875,0.006382279,0.00005999073,0.003327547,0.0002187051,0.1317632,0.007306959],"study_design_scores_gemma":[0.002703757,0.001032705,0.6927726,0.0001105188,0.0007868625,0.0007023651,0.0011398,0.00007651783,0.04743289,0.000138327,0.2525904,0.0005132138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499193,0.002128139,0.00004697139,0.01884533,0.000473956,0.000896031,0.00005397221,0.00004451303,0.02759179],"genre_scores_gemma":[0.9921473,0.00005783842,0.0002606311,0.002399845,0.0006102363,0.00008177027,0.000005272596,0.00004033185,0.004396768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1549227,"threshold_uncertainty_score":0.9142273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312679193916523,"score_gpt":0.2854631941889207,"score_spread":0.2623364022497555,"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."}}