{"id":"W4406563443","doi":"10.1016/j.abdp.2022.05.012","title":"10.1016/j.abdp.2022.05.012","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":[0.000518119,0.001293728,0.0006033297,0.001590768,0.0009954168,0.001681874,0.001019501,0.003526293,0.9368795],"category_scores_gemma":[0.001117431,0.0005084162,0.0007620081,0.0007018446,0.0007289338,0.001819406,0.001106835,0.001455964,0.9313543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007715354,"about_ca_system_score_gemma":0.0007835365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747535,"about_ca_topic_score_gemma":0.002556042,"domain_scores_codex":[0.9997427,0.00002299769,0.00002433664,0.00006017325,0.00007233258,0.00007742656],"domain_scores_gemma":[0.9990361,0.0001884808,0.00008331081,0.00006020164,0.0002198832,0.0004120137],"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":[0.0004557213,0.0003351054,0.003783399,0.0004275989,0.00004322798,0.0007056371,0.00005491161,0.000334088,0.001083882,0.002972337,0.3260598,0.6637442],"study_design_scores_gemma":[0.0001415022,0.0002193615,0.005273005,0.0006561312,0.00004232405,0.00428304,0.000131278,0.0003957951,0.000774364,0.002830177,0.9852225,0.00003052408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002445471,0.003229741,0.001038808,0.003659131,0.001391601,0.00008451052,0.00159102,0.0007310453,0.9858288],"genre_scores_gemma":[0.005555551,0.001073785,0.001024846,0.001265034,0.0004750883,0.00004941604,0.001206623,0.0001407784,0.9892089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06312054,"threshold_uncertainty_score":0.09003377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479089669788861,"score_gpt":0.2425609750903351,"score_spread":0.2277700783924465,"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."}}