{"id":"W4252300621","doi":"10.1007/978-3-662-48986-4_2107","title":"Metabolische Vorteste","year":2019,"lang":"de","type":"book-chapter","venue":"Springer Reference Medizin","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00297718,0.001375468,0.002836408,0.0004002381,0.001157271,0.00003526318,0.001117651,0.002802395,0.0227436],"category_scores_gemma":[0.002234814,0.001090946,0.000411156,0.000166836,0.0005984,0.0001576008,0.001180583,0.008025552,0.1183093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003934779,"about_ca_system_score_gemma":0.003548633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006544704,"about_ca_topic_score_gemma":0.0005924671,"domain_scores_codex":[0.9903584,0.0005437847,0.002581947,0.00172838,0.001997429,0.002790128],"domain_scores_gemma":[0.992202,0.00175216,0.001376649,0.001763972,0.0006680068,0.002237208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000575033,0.0002761463,0.009110146,0.01158697,0.001682447,0.0002891421,0.00662104,9.677537e-7,0.0001698667,0.6756152,0.07367606,0.220397],"study_design_scores_gemma":[0.001298598,0.0002639754,0.006066071,0.004296906,0.000556264,0.000002559036,0.0005044041,0.000009146029,0.00001350551,0.001417855,0.9845555,0.001015169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002831508,0.05539352,0.0001201458,0.0114414,0.02077438,0.004414731,0.0004734406,0.0003884347,0.9041624],"genre_scores_gemma":[0.02524916,0.1055772,0.001153636,0.01351172,0.009267647,0.0003078641,0.0003660368,0.0004357393,0.8441309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9108795,"threshold_uncertainty_score":0.9998996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687034862341046,"score_gpt":0.4063396465061169,"score_spread":0.2376361602720123,"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."}}