{"id":"W2536534118","doi":"10.1016/s2211-9698(16)71552-4","title":"10.1016/s2211-9698(16)71552-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001017725,0.0002060109,0.0003274506,0.0001003502,0.00008058249,0.00002329596,0.0001830452,0.00008532334,0.9992995],"category_scores_gemma":[0.0001195929,0.0001920768,0.0001359672,0.0002408205,0.00006054511,0.00005949535,0.00005281442,0.0001431769,0.9977718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105939,"about_ca_system_score_gemma":0.0001097954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005336558,"about_ca_topic_score_gemma":1.216438e-7,"domain_scores_codex":[0.9986957,0.00003412485,0.0002573809,0.0003098254,0.000311367,0.0003916309],"domain_scores_gemma":[0.9989294,0.00004834948,0.00003619935,0.0006178882,0.00006567002,0.0003025223],"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":[0.000297932,0.0001812817,0.000001720911,0.00001801179,0.00004352662,0.00005052218,0.00001562888,0.00001020486,0.00008099696,6.304602e-7,0.5886491,0.4106504],"study_design_scores_gemma":[0.0008046985,0.0003074732,0.001011329,0.00008437771,0.0001214045,0.00007378188,0.000002362106,0.00005431634,0.0002178379,0.000009069712,0.9971009,0.0002124543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00294095,0.0005421964,9.337558e-7,0.0008004432,0.000002039583,0.0004151815,0.0000187832,0.0003439912,0.9949355],"genre_scores_gemma":[0.0021906,8.339255e-7,0.0001298149,0.0002651842,0.0002070632,0.00003738023,0.00005961505,0.00006077809,0.9970487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.410438,"threshold_uncertainty_score":0.7832665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004986903843011343,"score_gpt":0.1881459288887795,"score_spread":0.1831590250457682,"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."}}