{"id":"W3123338883","doi":"10.1055/a-1333-5550","title":"Gemeinsam die digitale Zukunft gestalten","year":2021,"lang":"de","type":"article","venue":"Pneumologie","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Medicine; Political science; Gynecology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003300056,0.0003794582,0.0006597929,0.0001643513,0.0002541959,0.0000461102,0.0002995917,0.000776316,0.0002307422],"category_scores_gemma":[0.00249184,0.0003741619,0.0002002538,0.0004190927,0.0003040749,0.0001402731,0.0004300135,0.001167316,0.002780574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428975,"about_ca_system_score_gemma":0.0007130282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004217827,"about_ca_topic_score_gemma":0.00001538689,"domain_scores_codex":[0.9969705,0.0001801055,0.0006208342,0.0007845963,0.0003608943,0.001083031],"domain_scores_gemma":[0.9975991,0.0005095091,0.0001645172,0.001090574,0.000290247,0.0003460055],"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":[0.0001186713,0.0007965053,0.5154203,0.0009052232,0.0006145429,0.01649868,0.0004562207,0.00001000227,0.002274673,0.00108852,0.001879625,0.459937],"study_design_scores_gemma":[0.003253371,0.002994393,0.1786469,0.001925103,0.001190953,0.0003722026,0.002759154,0.0001539952,0.07264068,0.004342353,0.7301055,0.001615412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8640679,0.09929853,0.00008555866,0.01571521,0.009810173,0.0004527762,0.0001109016,0.0007869895,0.009672015],"genre_scores_gemma":[0.9806501,0.01247922,0.000472865,0.001112834,0.001732693,0.00004024102,0.0001614377,0.00005952191,0.003291081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7282259,"threshold_uncertainty_score":0.999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07114826018799238,"score_gpt":0.3339429866712183,"score_spread":0.2627947264832259,"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."}}