{"id":"W4406572027","doi":"10.1016/j.abdp.2024.05.009","title":"10.1016/j.abdp.2024.05.009","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pica (typography); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005116253,0.001427957,0.0006577389,0.001784177,0.001170269,0.001706291,0.001177955,0.003914692,0.9575437],"category_scores_gemma":[0.001184662,0.0005465038,0.0007440339,0.0008811711,0.0007862482,0.002124675,0.001147505,0.001473251,0.9576355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007415126,"about_ca_system_score_gemma":0.0008133255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003087388,"about_ca_topic_score_gemma":0.002823377,"domain_scores_codex":[0.9997496,0.00002029588,0.0000243106,0.00005978562,0.00006538022,0.00008061516],"domain_scores_gemma":[0.9989054,0.0002201456,0.00009349901,0.00006816036,0.0002284797,0.0004842472],"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":[0.0003039919,0.0002612764,0.002771548,0.0004343429,0.0000307322,0.0004862638,0.00005189981,0.0003224876,0.000861203,0.002751086,0.3625756,0.6291496],"study_design_scores_gemma":[0.00008839436,0.0001385679,0.003725801,0.0006409052,0.00003131735,0.00316914,0.0001343627,0.0002969792,0.0005252666,0.002066356,0.9891576,0.00002534167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001667882,0.002777233,0.0008951152,0.002476803,0.001074197,0.00007629921,0.001630442,0.0008541811,0.988548],"genre_scores_gemma":[0.003989252,0.001049357,0.001030449,0.001181349,0.0003716242,0.00004986498,0.001193932,0.0001527756,0.9909814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04245633,"threshold_uncertainty_score":0.0605588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005934243938823957,"score_gpt":0.2047749815825184,"score_spread":0.1988407376436944,"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."}}