{"id":"W4411126237","doi":"10.1177/12034754251347554","title":"Hyperkeratotic Squamous Cell Carcinoma","year":2025,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Basal cell; Dermatology; Carcinoma; Pathology; Oncology","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":[0.0001152897,0.0001997364,0.0001997695,0.0009511876,0.0007365682,0.0005324868,0.000214881,0.0003780314,0.01384911],"category_scores_gemma":[0.0005105917,0.0001060402,0.0001916021,0.000565025,0.0002695483,0.000487809,0.0003581739,0.0003696564,0.00230053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696154,"about_ca_system_score_gemma":0.000341915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009677173,"about_ca_topic_score_gemma":0.001799929,"domain_scores_codex":[0.9998366,0.00001336298,0.00001801523,0.0000268484,0.00004917367,0.00005593564],"domain_scores_gemma":[0.999808,0.00003899422,0.00002530368,0.00003205522,0.00004447868,0.00005119391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0007620481,0.0004234075,0.2769158,0.0004429898,0.0001051899,0.4863541,0.0005238901,0.0004068788,0.1190776,0.002484027,0.007742557,0.1047616],"study_design_scores_gemma":[0.00004547671,0.0003485171,0.3340996,0.00006471088,0.0001306675,0.6129789,0.0006867001,0.0008665959,0.01622756,0.001137256,0.03338952,0.0000243974],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8567844,0.004190132,0.00106997,0.000931409,0.000201489,0.0001221164,0.0006290564,0.0001751514,0.1358963],"genre_scores_gemma":[0.9862866,0.0009163899,0.0001857747,0.0002481404,0.0001001912,0.0000110312,0.0001816388,0.00001480005,0.01205547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01384911,"threshold_uncertainty_score":0.04632992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904442093525305,"score_gpt":0.271658752808425,"score_spread":0.2526143318731719,"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."}}