{"id":"W4234300821","doi":"10.1055/s-0042-105272","title":"Klug entscheiden","year":2016,"lang":"de","type":"article","venue":"Lege artis - Das Magazin zur ärztlichen Weiterbildung","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Theology; Humanities","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002682915,0.001417379,0.000871022,0.001929216,0.00559343,0.01088551,0.001779411,0.005185321,0.4376873],"category_scores_gemma":[0.01785824,0.0005099521,0.0009867362,0.001159616,0.003273905,0.01018129,0.01261921,0.006284745,0.270775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003210668,"about_ca_system_score_gemma":0.008260805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004042282,"about_ca_topic_score_gemma":0.006003328,"domain_scores_codex":[0.9921108,0.002029483,0.0004600768,0.001141285,0.002947818,0.001310511],"domain_scores_gemma":[0.9939868,0.0008093784,0.0005143523,0.0008532882,0.001969334,0.001866711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008072295,0.00007754023,0.001515331,0.0004577261,0.00003051245,0.001080161,0.003023705,0.0001503408,0.0007274245,0.06587514,0.7620833,0.1648981],"study_design_scores_gemma":[0.00000665824,0.00001627455,0.0003393385,0.0002757061,0.000005153177,0.0004307918,0.0009043521,0.00003538275,0.0001176624,0.00480424,0.9930506,0.00001393067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004651925,0.005105674,0.004343961,0.04569056,0.008612347,0.000314719,0.001396859,0.0009758272,0.9289081],"genre_scores_gemma":[0.05530627,0.008366658,0.004084802,0.02321609,0.002598752,0.0005232793,0.002290904,0.0009812174,0.902632],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4376873,"threshold_uncertainty_score":0.8020707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3862595599337028,"score_gpt":0.4991799654814075,"score_spread":0.1129204055477047,"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."}}