{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004359398,0.0001957827,0.0002382944,0.001428127,0.0003033512,0.0003978729,0.0004242312,0.0001486323,0.001455186],"category_scores_gemma":[0.001006324,0.00005804121,0.0002301119,0.00144364,0.0002084148,0.0001736756,0.0002837437,0.0001052088,0.0003229878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008168237,"about_ca_system_score_gemma":0.001635645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04584282,"about_ca_topic_score_gemma":0.1099005,"domain_scores_codex":[0.9997116,0.00003480639,0.00003500703,0.00003918587,0.0001284829,0.00005085101],"domain_scores_gemma":[0.9996135,0.00004553602,0.0001498018,0.00001881455,0.0001288775,0.00004344597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001117506,0.00001344761,0.9723156,0.000177459,0.00005071801,0.0006835742,0.0001299547,0.0002099158,0.004001435,0.00004588966,0.0009507076,0.02130955],"study_design_scores_gemma":[0.00001322086,0.0001086507,0.9893041,0.0001304828,0.00006494,0.005922697,0.0002661224,0.0003720407,0.001042774,0.00003577551,0.0027325,0.000006622994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877416,0.004427276,0.0006143713,0.00008668457,0.00001456755,0.0001167184,0.002378395,0.00003493167,0.004585358],"genre_scores_gemma":[0.9963727,0.001095473,0.0005884948,0.00002571274,0.0000112694,0.0000180841,0.001433418,0.000002665305,0.0004521636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04584282,"threshold_uncertainty_score":0.09115201,"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."}}