{"id":"W4406500899","doi":"10.1016/j.ymed.2016.06.011","title":"10.1016/j.ymed.2016.06.011","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Giant cell arteritis; Arteritis; Varicella zoster virus; Temporal artery; Biopsy; Pathology; Virus; Dermatology; Virology; Vasculitis; Disease","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":[0.0004808655,0.0006653928,0.0004477655,0.0009971719,0.0008210384,0.002029879,0.0006998085,0.003014164,0.8285217],"category_scores_gemma":[0.001258099,0.0002835485,0.0004482842,0.0004038833,0.0005949609,0.001933076,0.0009946347,0.001659464,0.735517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006905408,"about_ca_system_score_gemma":0.0009977971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001918647,"about_ca_topic_score_gemma":0.002142625,"domain_scores_codex":[0.9997773,0.00002259105,0.00002013869,0.00004288496,0.00006328787,0.00007387553],"domain_scores_gemma":[0.9992183,0.00009743395,0.00009677257,0.00003578861,0.0001576302,0.0003940953],"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":[0.0003624343,0.0003244655,0.01067566,0.0005057072,0.00004406158,0.001230768,0.0001377661,0.0001549798,0.0007278372,0.00402835,0.4248688,0.5569392],"study_design_scores_gemma":[0.00007015976,0.0001281386,0.008888535,0.001184721,0.0000329313,0.007222731,0.0003568152,0.0001468492,0.0003718236,0.003523101,0.9780505,0.00002372498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009193894,0.02665548,0.001760374,0.02614061,0.005994011,0.0001062471,0.003712762,0.001155161,0.9252815],"genre_scores_gemma":[0.02960428,0.009450239,0.001780967,0.004782021,0.00239997,0.00007575234,0.002100164,0.000197199,0.9496094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1714783,"threshold_uncertainty_score":0.244593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005273419723846876,"score_gpt":0.1858027195071958,"score_spread":0.180529299783349,"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."}}