{"id":"W4251583714","doi":"10.21203/rs.2.22789/v1","title":"Comparative Analysis of Acral Melanoma in Chinese and Caucasian Patients","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority","funders":"","keywords":"Dermatology; Medicine; Melanoma; Traditional medicine; Cancer research","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":[0.0005033987,0.0001500439,0.0003024926,0.001210967,0.0004124669,0.0004316134,0.0001917314,0.0002269271,0.002077332],"category_scores_gemma":[0.001428213,0.0001061349,0.0003298105,0.001451698,0.0002167432,0.0003760393,0.0003169155,0.0001862133,0.000182247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004106751,"about_ca_system_score_gemma":0.0005343176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006262316,"about_ca_topic_score_gemma":0.009216799,"domain_scores_codex":[0.9996979,0.00003749732,0.00005076194,0.00009266596,0.0000625818,0.00005856828],"domain_scores_gemma":[0.999099,0.0001621864,0.0003794805,0.00005146511,0.0001357304,0.0001721418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001467567,0.00001366293,0.9971343,0.0000325324,0.00004873153,0.0001762978,0.0001208768,0.00002035173,0.0002786599,0.00003180274,0.0001355678,0.001860438],"study_design_scores_gemma":[0.000008133899,0.00006329564,0.9986181,0.000007997415,0.00005013772,0.000378345,0.0003186284,0.00009570499,0.00007372713,0.00002590384,0.0003565935,0.000003402326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987902,0.0002823122,0.00002895495,0.00003511868,0.000005572328,0.000007723156,0.0004062785,0.000001875639,0.0004419267],"genre_scores_gemma":[0.9992132,0.0001347189,0.00002792075,0.00002442922,0.00001038506,0.000007969335,0.000504816,9.642505e-7,0.00007559537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006262316,"threshold_uncertainty_score":0.01245171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253086050921427,"score_gpt":0.3045633728238517,"score_spread":0.2820325123146374,"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."}}