{"id":"W4406571904","doi":"10.1016/j.abdp.2024.04.013","title":"10.1016/j.abdp.2024.04.013","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","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":[0.0005426516,0.001295974,0.0006399692,0.001616984,0.001031607,0.001683734,0.001035068,0.003596296,0.9356863],"category_scores_gemma":[0.001166931,0.0005299592,0.0007820037,0.0007246755,0.0007909999,0.001936374,0.001118164,0.001562203,0.9290607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008174498,"about_ca_system_score_gemma":0.0008297833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002907693,"about_ca_topic_score_gemma":0.002758093,"domain_scores_codex":[0.9997359,0.00002298903,0.00002661228,0.00006390941,0.00007206102,0.00007853633],"domain_scores_gemma":[0.9990057,0.0001981341,0.00008779628,0.00006137111,0.0002336467,0.0004133298],"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":[0.0004891445,0.0003247625,0.004369277,0.0004287212,0.00004460336,0.0007052593,0.00005531203,0.0003493707,0.00102801,0.002819105,0.3212808,0.6681056],"study_design_scores_gemma":[0.0001498992,0.0002344967,0.005636316,0.0007257641,0.00004541623,0.00467458,0.0001385495,0.0003978217,0.0007646399,0.002940661,0.9842584,0.00003347627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002831031,0.003860272,0.001123471,0.004552522,0.001611114,0.00008942613,0.001829151,0.0007904788,0.9833125],"genre_scores_gemma":[0.005981645,0.001268134,0.001099088,0.001395907,0.0005385162,0.00005120337,0.001276287,0.0001447174,0.9882445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06431365,"threshold_uncertainty_score":0.09173554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554812050822614,"score_gpt":0.2429732455651172,"score_spread":0.227425125056891,"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."}}