{"id":"W4403325747","doi":"10.1055/a-2218-9957","title":"„WeiterbildungPLUS“: eLogbuch, Entrustable Professional Activities & Co.","year":2024,"lang":"de","type":"article","venue":"AINS - Anästhesiologie · Intensivmedizin · Notfallmedizin · Schmerztherapie","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Chemistry","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.006772199,0.001860634,0.002207404,0.00154256,0.002159041,0.001280645,0.003212667,0.002774406,0.005417597],"category_scores_gemma":[0.007188849,0.001536618,0.001185542,0.002693258,0.006017816,0.001461323,0.000790032,0.003983762,0.004324703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245822,"about_ca_system_score_gemma":0.003666651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007942565,"about_ca_topic_score_gemma":0.000308455,"domain_scores_codex":[0.9858727,0.003002816,0.002253996,0.003044992,0.002301307,0.003524187],"domain_scores_gemma":[0.98729,0.007878103,0.0008300802,0.002134371,0.0009729147,0.0008945559],"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":[0.0005006878,0.00120658,0.009799971,0.000904822,0.002473001,0.0004159856,0.03960522,0.00001235427,0.01025487,0.06283392,0.5929334,0.2790591],"study_design_scores_gemma":[0.000655753,0.0007101146,0.001433204,0.001830259,0.0003705776,0.00002617415,0.0454088,0.0001574317,0.002452292,0.02525085,0.9198606,0.001843918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4558136,0.2864762,0.00305923,0.1344003,0.08847525,0.005733372,0.0008346538,0.008801749,0.0164057],"genre_scores_gemma":[0.715586,0.1573959,0.032935,0.01816226,0.01496822,0.001567569,0.0008762645,0.0007029109,0.05780586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3269272,"threshold_uncertainty_score":0.9997561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07547473636791438,"score_gpt":0.4176666976445267,"score_spread":0.3421919612766123,"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."}}