{"id":"W4312015075","doi":"10.7326/aimcc.2022.0979","title":"Cachexia and Diffuse “Fish-Scale” Skin","year":2022,"lang":"en","type":"article","venue":"Annals of Internal Medicine Clinical Cases","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Ichthyosis; Malignancy; Fish <Actinopterygii>; Dermatology; Hyperkeratosis; Cachexia; Medicine; Pathology; Biology; Cancer; Internal medicine","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":[0.001078073,0.0001150345,0.0002857983,0.00005211039,0.00006966155,0.000003567364,0.0002715065,0.00008780495,0.0003245559],"category_scores_gemma":[0.001382838,0.00008972541,0.0001296171,0.00006411744,0.0006048756,0.000001743645,0.0004693156,0.0002866646,0.000002219782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002376912,"about_ca_system_score_gemma":0.00003253342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001829376,"about_ca_topic_score_gemma":0.00003982474,"domain_scores_codex":[0.9984555,0.0003292317,0.000476495,0.0003265249,0.0002050728,0.0002071977],"domain_scores_gemma":[0.9990383,0.00028281,0.0001344314,0.0002734104,0.0001070849,0.0001639226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005143605,0.001702254,0.5223609,0.00009955149,0.0006363242,0.001226704,0.0002491114,0.000003733904,0.1311579,0.0002176776,0.2766538,0.06054847],"study_design_scores_gemma":[0.008122623,0.0399184,0.123188,0.0002006312,0.0001346606,0.005203437,0.002767259,0.0001067925,0.2870735,0.0006519011,0.5318193,0.0008135255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930002,0.00269181,0.00004425234,0.002716423,0.0002669325,0.00008876444,0.00003608792,0.000004892008,0.001150607],"genre_scores_gemma":[0.9921044,0.001561964,0.00003381986,0.004417879,0.0005208539,0.00001482313,0.00005821429,0.00001244508,0.001275561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3991729,"threshold_uncertainty_score":0.3658896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060105133020199,"score_gpt":0.4359645725138521,"score_spread":0.3299540592118322,"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."}}