{"id":"W2779263397","doi":"","title":"Klinische Probleemstellingen. Onderzoek en diagnostiek van 236 aandoeningen.","year":2007,"lang":"nl","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001756692,0.0009274022,0.0008534985,0.001835021,0.001116327,0.002778736,0.0007378915,0.001757044,0.01396443],"category_scores_gemma":[0.01568812,0.0009014197,0.0007389283,0.001493085,0.001183916,0.001930099,0.001319819,0.002430649,0.00266896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002060387,"about_ca_system_score_gemma":0.003521445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03590902,"about_ca_topic_score_gemma":0.03509324,"domain_scores_codex":[0.9979109,0.000816154,0.0003549685,0.0002889451,0.0004175527,0.0002113887],"domain_scores_gemma":[0.9977322,0.001392964,0.0003629608,0.00005132888,0.0002748028,0.0001857117],"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":[0.002038906,0.0008078089,0.0850288,0.004634932,0.0004524438,0.06632155,0.01225974,0.005098026,0.006033842,0.02024264,0.1346758,0.6624056],"study_design_scores_gemma":[0.0003720137,0.0005540704,0.1156515,0.01334665,0.0007356814,0.1634437,0.03153421,0.005203469,0.008640306,0.05518447,0.6048612,0.0004727005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.261224,0.5088779,0.02290902,0.0661447,0.004225174,0.0007672136,0.01549286,0.0005566904,0.1198024],"genre_scores_gemma":[0.7481339,0.1648579,0.02741282,0.005177473,0.0008240969,0.0005845004,0.006634055,0.0003171321,0.04605811],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03590902,"threshold_uncertainty_score":0.07140005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272002244693539,"score_gpt":0.2946143361365257,"score_spread":0.2718943136895903,"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."}}