{"id":"W3093056203","doi":"","title":"Angst und Depression beim aortokoronaren Bypass Patienten","year":2019,"lang":"de","type":"dissertation","venue":"Univ. Duesseldorf: Duesseldorfer Dokumenten- und Publikationsserver","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gynecology; Medicine","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","research_integrity","insufficient_payload"],"category_scores_codex":[0.002413843,0.003227266,0.004024382,0.002732146,0.002164706,0.001042687,0.00185914,0.002821579,0.005139551],"category_scores_gemma":[0.0006754596,0.003226138,0.001746674,0.003343437,0.0003665962,0.002907929,0.0006841335,0.00413638,0.006669275],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00335447,"about_ca_system_score_gemma":0.006350118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401135,"about_ca_topic_score_gemma":0.00429427,"domain_scores_codex":[0.9812082,0.00137963,0.004818914,0.004152935,0.004141708,0.004298602],"domain_scores_gemma":[0.9845923,0.001006494,0.003011745,0.004066257,0.003761154,0.00356209],"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":[0.01168184,0.01456707,0.5908988,0.03359015,0.01276103,0.0008710176,0.01896388,0.0004568011,0.001330347,0.01071092,0.2466301,0.05753805],"study_design_scores_gemma":[0.01883477,0.002660025,0.1655651,0.00949814,0.01226184,0.00009930103,0.0133532,0.001481849,0.001918926,0.0005270954,0.768304,0.005495809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7390243,0.1218472,0.0006017679,0.006613175,0.03731117,0.01887495,0.004941409,0.001490983,0.06929504],"genre_scores_gemma":[0.7871472,0.01714853,0.0005439746,0.004884666,0.003159568,0.00116278,0.09416885,0.0009885242,0.09079595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5216739,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015739512049598,"score_gpt":0.3296483472132953,"score_spread":0.3139088351636973,"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."}}