{"id":"W3132898617","doi":"10.1097/md.0000000000024767","title":"A nomogram predicting subclinical extension of cutaneous squamous cell carcinoma in Chinese individuals","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Subclinical infection; Nomogram; Odds ratio; Confidence interval; Internal medicine; Epidermoid carcinoma; Retrospective cohort study; Basal cell; Oncology; Radiology","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":[0.00181981,0.0005307599,0.0004270603,0.002206806,0.0004752073,0.0007767466,0.00041156,0.0003775688,0.001365559],"category_scores_gemma":[0.004538229,0.0001574911,0.0008376801,0.001209896,0.0003212344,0.0005394637,0.0005296584,0.0004498445,0.0002461096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005068296,"about_ca_system_score_gemma":0.0008775063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004565299,"about_ca_topic_score_gemma":0.004662546,"domain_scores_codex":[0.9996228,0.0001318561,0.00004527154,0.00006484464,0.00009527774,0.00003982136],"domain_scores_gemma":[0.9975712,0.0008632236,0.0006524668,0.0001372666,0.0004295201,0.0003462365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008493535,0.00001142631,0.9957603,0.00001641173,0.00006174848,0.0000539235,0.00002878577,0.0004385924,0.0001223464,0.00002835816,0.0002291538,0.003164075],"study_design_scores_gemma":[0.00003059428,0.0001602314,0.9817043,0.0000380625,0.0002290033,0.0004912007,0.0002612655,0.01571301,0.0002502794,0.0001632225,0.0009370318,0.00002180964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967174,0.0005409445,0.001325599,0.0001323005,0.00002934202,0.00003210875,0.0004441845,0.00003017233,0.0007479939],"genre_scores_gemma":[0.9985769,0.0001130222,0.0008038728,0.00001313648,0.00001548588,0.00001447061,0.000367141,0.000002351659,0.00009364501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004565299,"threshold_uncertainty_score":0.009624183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226744658987783,"score_gpt":0.3145528302917334,"score_spread":0.2922853837018555,"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."}}