{"id":"W4406663380","doi":"10.1016/b978-0-323-54427-6.00004-3","title":"10.1016/b978-0-323-54427-6.00004-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000706578,0.001876849,0.001203206,0.001599387,0.001228798,0.003894229,0.002276452,0.003388822,0.9797363],"category_scores_gemma":[0.001345293,0.0006734299,0.0007990341,0.001570388,0.001017304,0.003458174,0.003115183,0.001904885,0.9896087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007519084,"about_ca_system_score_gemma":0.0006641729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002718554,"about_ca_topic_score_gemma":0.002822916,"domain_scores_codex":[0.999639,0.00002032692,0.00001928703,0.0001220289,0.0001312375,0.00006814877],"domain_scores_gemma":[0.9987203,0.0003789315,0.00008157211,0.000161425,0.0002506892,0.000407086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001316402,0.0001150969,0.0003239283,0.0003772225,0.00001361042,0.0001147761,0.0000773096,0.0002662242,0.001984027,0.006230524,0.3864242,0.6039414],"study_design_scores_gemma":[0.00001521945,0.00003990845,0.0004577984,0.000239936,0.000005560222,0.0001742102,0.00005710742,0.00007889495,0.0002162842,0.0009049902,0.9977996,0.00001051769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001409858,0.0004243632,0.0005328736,0.0002133592,0.0001405035,0.00003652465,0.000414026,0.0006151961,0.9974821],"genre_scores_gemma":[0.0003658903,0.0002293001,0.000279391,0.00009134605,0.00003106707,0.00002343841,0.0002654128,0.000158628,0.9985555],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02026367,"threshold_uncertainty_score":0.0289036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008861375888101276,"score_gpt":0.1987170314880134,"score_spread":0.1898556555999121,"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."}}