{"id":"W4406412050","doi":"10.1016/j.abdp.2022.07.023","title":"10.1016/j.abdp.2022.07.023","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Genital Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","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":[0.0005387944,0.001495311,0.0006457874,0.00189221,0.001179759,0.001928883,0.001141263,0.004366191,0.9548457],"category_scores_gemma":[0.001266489,0.000605985,0.0007596955,0.0009537875,0.0008065135,0.002364408,0.001216229,0.001569927,0.951216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007874033,"about_ca_system_score_gemma":0.0009401893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798798,"about_ca_topic_score_gemma":0.003608973,"domain_scores_codex":[0.9997426,0.00002110894,0.00002594761,0.00006215307,0.00006741218,0.00008071891],"domain_scores_gemma":[0.9989251,0.0002111411,0.00009246814,0.00006072542,0.0002348675,0.0004756385],"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":[0.0002934516,0.0002644697,0.003384089,0.0004314442,0.0000308928,0.0005186374,0.00005605703,0.0003063127,0.0006283082,0.002885029,0.3654581,0.6257433],"study_design_scores_gemma":[0.000094182,0.0001490653,0.004701474,0.0008350252,0.00003793137,0.003782596,0.0001745782,0.0003092306,0.0004656519,0.002568478,0.9868497,0.00003219507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001685464,0.003094327,0.0009615294,0.002903329,0.001094126,0.0000757213,0.001908981,0.0007973351,0.9874791],"genre_scores_gemma":[0.004829843,0.001369344,0.001113137,0.001439464,0.0004388072,0.00005828764,0.00152276,0.0001765278,0.9890519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04515427,"threshold_uncertainty_score":0.06440711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007527260333703707,"score_gpt":0.2186310073420406,"score_spread":0.2111037470083368,"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."}}