{"id":"W1980001858","doi":"10.1007/bf03256800","title":"Pharmaceutical Medicine in Switzerland","year":2010,"lang":"en","type":"article","venue":"Pharmaceutical Medicine","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Specialty; Pharmaceutical industry; Medical education; Alternative medicine; Medicine; Pharmacy; Work (physics); Family medicine; Pharmacology; Engineering","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00218251,0.0005780319,0.001254927,0.0003868417,0.0001837965,0.00001653605,0.0003538697,0.0002923779,0.0170424],"category_scores_gemma":[0.003322931,0.0003872398,0.0001344242,0.001071552,0.001798547,0.0002325877,0.0001954786,0.003506484,0.0003754957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009782888,"about_ca_system_score_gemma":0.00009847723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001822809,"about_ca_topic_score_gemma":0.00006030389,"domain_scores_codex":[0.9954117,0.0001922544,0.001143171,0.0008574089,0.001161758,0.001233711],"domain_scores_gemma":[0.9956389,0.001743669,0.0001501646,0.0005331673,0.000214382,0.001719683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006577337,0.002356009,0.1765912,0.001179783,0.0006434002,0.003225951,0.001589093,0.000003076937,0.4973449,0.01865738,0.04992736,0.2419045],"study_design_scores_gemma":[0.01810477,0.0008090059,0.03738028,0.0003905426,0.0008738847,0.0009553149,0.0002841397,0.00385312,0.005399511,0.001237143,0.9302063,0.0005059627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.404883,0.007271425,0.0002502817,0.3582923,0.004649702,0.001882674,0.00001199434,0.0004343848,0.2223242],"genre_scores_gemma":[0.9685594,0.003138855,0.000432332,0.02337032,0.003605195,0.00008008679,0.00002633929,0.00006832102,0.0007191659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8802789,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196604684812541,"score_gpt":0.4748456926701231,"score_spread":0.3551852241888689,"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."}}