{"id":"W2884703756","doi":"10.1016/j.zefq.2018.06.005","title":"Systematische Übersetzung und Cross-Validierung definierter Implementierungsoutcomes der Gesundheitsversorgung","year":2018,"lang":"de","type":"article","venue":"Zeitschrift für Evidenz Fortbildung und Qualität im Gesundheitswesen","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fidelity; Construct (python library); German; Psychological intervention; Measure (data warehouse); Computer science; Psychology; Linguistics; Data mining; Philosophy; Psychiatry","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.03215767,0.003372906,0.004601116,0.002100375,0.01087648,0.002292675,0.004750027,0.003021546,0.007922127],"category_scores_gemma":[0.01818822,0.003230406,0.001563015,0.004752737,0.003282336,0.005941679,0.003296798,0.00462922,0.0339225],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084073,"about_ca_system_score_gemma":0.007224668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00893967,"about_ca_topic_score_gemma":0.006087309,"domain_scores_codex":[0.9529716,0.01307191,0.01257198,0.005042504,0.006327549,0.01001445],"domain_scores_gemma":[0.9564431,0.02176011,0.006764929,0.006024711,0.004729472,0.004277675],"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":[0.001023744,0.000598267,0.3034124,0.01762014,0.01072265,0.0002428613,0.1063339,0.00003029254,0.001169432,0.1174032,0.4380968,0.003346307],"study_design_scores_gemma":[0.007293566,0.0010908,0.0426921,0.004152678,0.004515883,0.00003778438,0.0108393,0.0005718068,0.0007915791,0.0005916182,0.9236594,0.003763517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3615709,0.1145127,0.01884679,0.09323919,0.2997496,0.04579256,0.01231338,0.005548075,0.04842687],"genre_scores_gemma":[0.8838277,0.002339379,0.007917363,0.03776058,0.04827968,0.001653956,0.0007769458,0.001261639,0.01618269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5222569,"threshold_uncertainty_score":0.9994302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4218596795138079,"score_gpt":0.6607446873108774,"score_spread":0.2388850077970695,"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."}}