{"id":"W2937885926","doi":"10.1055/a-0842-7809","title":"Einschätzung des Aufwandes der Patientenbetreuung","year":2019,"lang":"de","type":"article","venue":"Dialyse aktuell","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gynecology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071119,0.0003716601,0.0005557542,0.001847209,0.001030262,0.002391853,0.000893902,0.001162918,0.006089152],"category_scores_gemma":[0.06112751,0.0003573276,0.001440522,0.002458689,0.0007365952,0.001637543,0.001956925,0.001886879,0.0007137967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002476976,"about_ca_system_score_gemma":0.003526983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03177177,"about_ca_topic_score_gemma":0.03327399,"domain_scores_codex":[0.9935457,0.002666272,0.0007534347,0.000584117,0.001653119,0.0007973817],"domain_scores_gemma":[0.9617112,0.02000343,0.01020725,0.001627343,0.00455931,0.001891422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006020246,0.0001908572,0.8956893,0.0006915968,0.0006668122,0.0002335419,0.002979643,0.0002998814,0.0001360778,0.0006185411,0.004874627,0.09301713],"study_design_scores_gemma":[0.00009162776,0.0005651382,0.9752313,0.0013229,0.0007154966,0.0004848121,0.007217468,0.001241575,0.0004270739,0.001356408,0.01125889,0.00008736556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639611,0.01184769,0.002162964,0.007733609,0.0003704368,0.0002228437,0.002601219,0.00008128768,0.01101876],"genre_scores_gemma":[0.9927765,0.002867267,0.00117598,0.001068773,0.00009199631,0.0001578598,0.0007216557,0.00002134465,0.001118781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03177177,"threshold_uncertainty_score":0.06317371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05848966085534953,"score_gpt":0.3927095493236192,"score_spread":0.3342198884682697,"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."}}