{"id":"W4391969317","doi":"10.21248/gups.82082","title":"Präoperative Risikostratifizierung chirurgischer Patienten mittels validierter Risk Assessment Scores","year":2024,"lang":"de","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":[0.01451126,0.001078067,0.001792739,0.004874219,0.0006629599,0.001840459,0.001075996,0.0007174662,0.005646731],"category_scores_gemma":[0.03219544,0.0003736934,0.00285803,0.003913037,0.0004764998,0.001328438,0.001484226,0.001767352,0.001380332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028206,"about_ca_system_score_gemma":0.003129726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206422,"about_ca_topic_score_gemma":0.002420827,"domain_scores_codex":[0.9895239,0.004065059,0.00325383,0.0008406217,0.001859039,0.0004575339],"domain_scores_gemma":[0.9794032,0.007214362,0.008330815,0.001139966,0.003356561,0.0005550088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004276966,0.001870911,0.6100335,0.007125996,0.003334356,0.0004007746,0.002181792,0.003517378,0.001020362,0.002794961,0.01991966,0.3435233],"study_design_scores_gemma":[0.002019863,0.006407877,0.9159423,0.006269174,0.002805707,0.001394379,0.001466976,0.008532978,0.003489519,0.007363382,0.04390033,0.0004075585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7750055,0.03461382,0.05919731,0.004062,0.00111003,0.0431594,0.05277475,0.0006366994,0.02944045],"genre_scores_gemma":[0.8064215,0.01111073,0.06454623,0.001094996,0.0004651565,0.08421301,0.02600435,0.00008713359,0.006056833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01451126,"threshold_uncertainty_score":0.07674378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160986412467177,"score_gpt":0.3238489927026364,"score_spread":0.3077503514559187,"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."}}