{"id":"W6908498201","doi":"10.3205/22gmds104","title":"Entwicklung eines regelbasierten Algorithmus und einer Applikation zur Entscheidungsunterstützung bei der Kontrollselektion für Fall-Kontroll-Studien in großen Datenbeständen","year":2022,"lang":"de","type":"article","venue":"German Medical Science (German Research Foundation)","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Risk communication; Quality (philosophy); MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01821895,0.002201143,0.001942799,0.00286189,0.0009150391,0.004314173,0.002360076,0.002926292,0.01043321],"category_scores_gemma":[0.07355244,0.001068363,0.001975241,0.001588045,0.001009599,0.002900294,0.002662685,0.002886286,0.00295368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257256,"about_ca_system_score_gemma":0.005166677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003044711,"about_ca_topic_score_gemma":0.002326418,"domain_scores_codex":[0.9899212,0.005148498,0.001420516,0.001766497,0.001452768,0.0002906029],"domain_scores_gemma":[0.9567494,0.0333418,0.001648874,0.0019586,0.005787704,0.0005134764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003453723,0.001128918,0.009952713,0.002071653,0.001254499,0.0002372103,0.0008728948,0.138999,0.009273759,0.01076455,0.008984583,0.8130066],"study_design_scores_gemma":[0.000725217,0.0006122371,0.001607024,0.0004151043,0.0003531342,0.0002019999,0.0001986663,0.9613284,0.009046208,0.01915394,0.006278945,0.00007920743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01334493,0.0005540449,0.9780874,0.0006049509,0.0001863511,0.001329395,0.0004069524,0.004558427,0.0009276064],"genre_scores_gemma":[0.06636625,0.0002368971,0.9292929,0.0002416997,0.00006992775,0.001999108,0.000557228,0.0004028128,0.0008332105],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01821895,"threshold_uncertainty_score":0.09635216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08462207441197106,"score_gpt":0.5297441565713837,"score_spread":0.4451220821594127,"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."}}