{"id":"W4406579458","doi":"10.1016/s1541-9800(11)70115-6","title":"10.1016/s1541-9800(11)70115-6","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":"Sarcoidosis; Pulmonary sarcoidosis; Medicine; Internal medicine; 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":[0.0009915677,0.002877909,0.001863099,0.002621097,0.00224157,0.003225466,0.002992008,0.006588545,0.9865689],"category_scores_gemma":[0.001444377,0.0009244292,0.001636005,0.001765473,0.001598824,0.004542555,0.002964442,0.002970866,0.98998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068188,"about_ca_system_score_gemma":0.00106348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806265,"about_ca_topic_score_gemma":0.002812713,"domain_scores_codex":[0.9993531,0.00004067518,0.00005998562,0.0002199416,0.0001844129,0.0001417816],"domain_scores_gemma":[0.99788,0.0005924707,0.0001478242,0.0001851867,0.0003760414,0.0008185224],"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":[0.0005890814,0.0003694183,0.0008070692,0.0007585602,0.00004652737,0.0003705677,0.0000947581,0.0004402611,0.00290766,0.00429643,0.314227,0.6750926],"study_design_scores_gemma":[0.00009746636,0.0001868247,0.0008905366,0.0003384754,0.00001724434,0.0004980183,0.0001023863,0.0001881536,0.0005918592,0.0006061661,0.9964574,0.00002540444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005527986,0.0007614483,0.0006206249,0.0005961932,0.0004653362,0.0001271445,0.0006886263,0.0007254719,0.9954624],"genre_scores_gemma":[0.0005230389,0.0002613118,0.0003134327,0.000245173,0.0001051845,0.00005597326,0.0003024322,0.0000993327,0.9980941],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01343107,"threshold_uncertainty_score":0.01915771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489579289604498,"score_gpt":0.2381548512238014,"score_spread":0.2232590583277564,"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."}}