{"id":"W4411850846","doi":"10.1007/978-3-031-86177-2_8","title":"Scabies","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scabies; Medicine; Dermatology","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":[0.000131035,0.0008359306,0.0003524504,0.0007940169,0.001139026,0.001409959,0.0004667186,0.001053444,0.1076848],"category_scores_gemma":[0.0002603353,0.0002086428,0.0003370246,0.0003763385,0.0004488953,0.0009802507,0.000978729,0.001270124,0.04876824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004336819,"about_ca_system_score_gemma":0.0004740547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003911809,"about_ca_topic_score_gemma":0.0136137,"domain_scores_codex":[0.999862,0.00002323608,0.000005134255,0.00002383275,0.0000623907,0.00002344739],"domain_scores_gemma":[0.9999475,0.000008643409,0.000003960677,0.000007297177,0.0000215331,0.00001094515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003286154,0.0001239927,0.000399055,0.0002858226,0.00000617755,0.0003661111,0.0004433829,0.0001766114,0.001796148,0.02937485,0.6393498,0.3276451],"study_design_scores_gemma":[0.000001986102,0.0000194389,0.0005161974,0.000122918,0.000002382271,0.000372156,0.00007813933,0.00004950292,0.0001423618,0.001504926,0.9971878,0.000002281801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00122603,0.01019738,0.0008639143,0.001200467,0.001551607,0.00008893904,0.0001865001,0.0001501327,0.9845351],"genre_scores_gemma":[0.003112053,0.004155186,0.0005880792,0.0008228013,0.0002243524,0.00001675222,0.0001302066,0.00002072602,0.9909298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1076848,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113554930617656,"score_gpt":0.2843694764685397,"score_spread":0.2632339271623632,"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."}}