{"id":"W1625535145","doi":"10.25011/cim.v34i6.15891","title":"Clinician-Scientist Trainee: A German Perspective","year":2011,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational and Environmental Medical Association of Canada; Université de Sherbrooke","funders":"","keywords":"German; Workforce; Medical education; Globe; Career development; Government (linguistics); Career path; Training (meteorology); Career Pathways; Perspective (graphical); Medicine; Psychology; Political science; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006134219,0.0004266737,0.0002507087,0.001308023,0.006505372,0.006757771,0.001038999,0.005410178,0.004538496],"category_scores_gemma":[0.006603277,0.0002529735,0.0002127516,0.001764986,0.006615133,0.004108296,0.003501589,0.004314586,0.0007874285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01551505,"about_ca_system_score_gemma":0.01955972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0957999,"about_ca_topic_score_gemma":0.1837819,"domain_scores_codex":[0.9927967,0.00343798,0.0002387266,0.0003435343,0.0007553158,0.002427791],"domain_scores_gemma":[0.9942993,0.001543474,0.0003863627,0.00008068083,0.0009180758,0.002772016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001272658,0.0001410437,0.01278668,0.0006600735,0.00003345388,0.00451591,0.08390094,0.0005541217,0.001324112,0.5054287,0.3348693,0.05565842],"study_design_scores_gemma":[0.00003189863,0.00009655296,0.009872796,0.001061689,0.0000263952,0.002110461,0.1176965,0.0002512716,0.0003982102,0.01745216,0.8509402,0.0000618265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02244815,0.02962741,0.0009524248,0.8900496,0.003143953,0.00001793044,0.00008739554,0.00002497859,0.05364817],"genre_scores_gemma":[0.6053904,0.04316094,0.001363626,0.3196575,0.001934633,0.00003322039,0.00007177021,0.00003470326,0.02835311],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0957999,"threshold_uncertainty_score":0.1904845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6378825234247697,"score_gpt":0.5401160384775514,"score_spread":0.09776648494721829,"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."}}