{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.006521689,0.000976795,0.0009318287,0.0003544571,0.001418326,0.0009851437,0.006877156,0.0003812915,0.0000664703],"category_scores_gemma":[0.0002500344,0.0009315182,0.000136368,0.001036917,0.0002772382,0.001233926,0.005686663,0.002217017,0.0002426675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007531398,"about_ca_system_score_gemma":0.000238914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002955532,"about_ca_topic_score_gemma":0.005996054,"domain_scores_codex":[0.9911652,0.001381022,0.001501747,0.002709693,0.001021593,0.002220765],"domain_scores_gemma":[0.9878749,0.006385902,0.0007662915,0.003971375,0.0001326099,0.0008688708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000482711,0.0004900418,0.3885031,0.005452087,0.0005869888,0.0009030747,0.0915285,0.0233478,0.0002283467,0.003644705,0.002251799,0.4825808],"study_design_scores_gemma":[0.0007717022,0.0004167677,0.07310142,0.002680851,0.0001745785,0.0001803389,0.001546876,0.8689899,0.00004343354,0.0012067,0.04967556,0.001211816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4615716,0.02286222,0.4946807,0.003320402,0.004450782,0.002160151,0.0007071747,0.00121721,0.009029792],"genre_scores_gemma":[0.9279363,0.005137464,0.05935768,0.001582383,0.003201402,0.00002474282,0.001514581,0.0001795467,0.001065932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8456421,"threshold_uncertainty_score":0.9998817,"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."}}