{"id":"W4406636424","doi":"10.1016/b978-0-7020-6275-9.00050-7","title":"10.1016/b978-0-7020-6275-9.00050-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Dermatological and Skeletal Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005058236,0.0004306468,0.0003851914,0.00006750124,0.00006873943,0.00003375967,0.0003892964,0.000612394,0.9816074],"category_scores_gemma":[0.00002123936,0.000392224,0.0002915396,0.00002647324,0.0001135364,0.000002257026,0.0001788166,0.0002128666,0.9745657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001147462,"about_ca_system_score_gemma":0.00004391536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002694002,"about_ca_topic_score_gemma":3.994999e-7,"domain_scores_codex":[0.998557,0.00001918385,0.000296388,0.0005911129,0.0001887795,0.0003474934],"domain_scores_gemma":[0.999144,0.00001017566,0.00007861888,0.0005014225,0.00005447225,0.0002112726],"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":[0.0001645263,0.0000437834,2.575608e-8,0.00002522271,0.000130027,0.00002947422,0.000001585104,0.00001162754,0.000595659,0.00006972771,0.5017101,0.4972183],"study_design_scores_gemma":[0.0002063166,0.000299673,0.000001396391,0.00003012235,0.00003959567,0.00002891549,1.964272e-7,0.000003302056,0.0002210675,0.0003180995,0.9983115,0.0005398205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001344312,0.0009569068,0.000001756558,0.0001886913,0.00000433012,0.0002681114,0.0001184222,0.00005138641,0.9983969],"genre_scores_gemma":[0.00002113362,0.000008768419,0.00003475568,0.0002557871,0.000210808,0.00002025043,0.0007549458,0.00007631742,0.9986172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4966784,"threshold_uncertainty_score":0.999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005395886152888016,"score_gpt":0.1703344831642172,"score_spread":0.1649385970113292,"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."}}