{"id":"W3135646473","doi":"10.3390/cancers13051153","title":"Cutaneous Squamous Cell Carcinoma in Patients with Hidradenitis Suppurativa","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Hidradenitis suppurativa; Stage (stratigraphy); Dermatology; Proportional hazards model; Complication; Internal medicine; Disease; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.000001303564,0.0002045574,0.0003153283,0.00008435644,0.00005895046,0.00002056172,0.00005452757,0.00007894865,0.0007539908],"category_scores_gemma":[0.00002420578,0.0001708023,0.00005578119,0.0003285184,0.00006814623,0.0001054861,0.00001987532,0.0001853931,0.00006976305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308652,"about_ca_system_score_gemma":0.0009762863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003241688,"about_ca_topic_score_gemma":0.0002947819,"domain_scores_codex":[0.9988023,0.00004360822,0.0001994525,0.0003070812,0.0002960716,0.0003514954],"domain_scores_gemma":[0.9993087,0.00004361876,0.00005056966,0.0002867444,0.0001238535,0.0001864908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003542551,0.0001934635,0.8947649,0.00006815899,0.00002206081,0.101056,0.001300495,0.000007481908,0.0001853764,0.00001187551,0.0005659017,0.001470092],"study_design_scores_gemma":[0.04529982,0.005246691,0.8263091,0.0003691666,0.0005064392,0.06896549,0.003008661,0.0001767158,0.04273524,0.00006166149,0.005994645,0.001326407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869332,0.0003150472,0.000004287356,0.0009790324,0.0001486934,0.000365798,0.00005824123,0.00003421824,0.01116146],"genre_scores_gemma":[0.9966558,0.000007923856,0.0001698265,0.00003973067,0.00005546757,0.00003814002,0.0002374045,0.00003868285,0.002757086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0684558,"threshold_uncertainty_score":0.8255671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007421858041194616,"score_gpt":0.2181514792930735,"score_spread":0.2107296212518789,"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."}}