{"id":"W2950800834","doi":"10.1055/a-0886-1161","title":"Patientenbehandlung","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":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001165253,0.0003434761,0.0007914199,0.0001209095,0.0006119221,0.00001515746,0.0002764897,0.0005394086,0.007008524],"category_scores_gemma":[0.0009881961,0.0002811354,0.0002108995,0.0003730302,0.0001111651,0.00009742493,0.0003031242,0.001291048,0.1487822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353263,"about_ca_system_score_gemma":0.0007168719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009145738,"about_ca_topic_score_gemma":0.0001087401,"domain_scores_codex":[0.9954313,0.000776146,0.001018505,0.000585839,0.0006222005,0.001566004],"domain_scores_gemma":[0.9966945,0.001068118,0.0003405059,0.000630004,0.0002458433,0.001021001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004299982,0.000763719,0.5772716,0.004260208,0.0005067111,0.00005851268,0.02922623,0.000003051447,0.0002388937,0.001896909,0.338737,0.04660715],"study_design_scores_gemma":[0.002303211,0.0003565055,0.03226836,0.0006995056,0.0002092269,2.228663e-7,0.002004772,0.000130291,0.00002744396,0.0001416271,0.9615201,0.0003387847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.846484,0.04306553,0.00008035055,0.008381239,0.03622082,0.003769428,0.0001618669,0.0002045037,0.06163226],"genre_scores_gemma":[0.9470795,0.007689718,0.0001026395,0.01711263,0.003665831,0.0001098145,0.0001686304,0.00007488954,0.02399636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.622783,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04198078052138964,"score_gpt":0.3918804667943115,"score_spread":0.3498996862729219,"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."}}