{"id":"W4220717813","doi":"10.4414/saez.2022.20658","title":"Wenn Medikamente in der Schweiz zur Mangelware werden","year":2022,"lang":"de","type":"article","venue":"Schweizerische Ärztezeitung","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005981499,0.0009428056,0.001729443,0.0008042972,0.00473548,0.00005869361,0.001355437,0.000690687,0.02011663],"category_scores_gemma":[0.002218015,0.0009221843,0.0003777557,0.001889581,0.0004083471,0.0002866445,0.003660507,0.008216247,0.005522138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001528496,"about_ca_system_score_gemma":0.00274961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471998,"about_ca_topic_score_gemma":0.001004088,"domain_scores_codex":[0.9848768,0.004398836,0.002681628,0.001611679,0.002368093,0.004062977],"domain_scores_gemma":[0.9945167,0.001353538,0.0008192339,0.001259439,0.0002151306,0.001835929],"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":[0.001514991,0.001836302,0.160742,0.004052776,0.0008789509,0.002049241,0.03896078,0.00008188174,0.000240969,0.003159588,0.7444602,0.04202231],"study_design_scores_gemma":[0.005005955,0.0004360254,0.02661765,0.0008282439,0.0002339589,0.00001358018,0.02661112,0.0003693999,0.00001760589,0.0004301137,0.9385384,0.0008979697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4216698,0.2823534,0.0002617114,0.152795,0.05791719,0.01214846,0.001736633,0.001051384,0.07006646],"genre_scores_gemma":[0.8486859,0.02057528,0.003297158,0.05003753,0.0106078,0.007355961,0.0008836024,0.0006276892,0.05792907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270162,"threshold_uncertainty_score":0.9993229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06001453505381264,"score_gpt":0.4057977581784478,"score_spread":0.3457832231246351,"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."}}