{"id":"W2413457707","doi":"","title":"Manpower in Canadian academic rheumatology units: current status and future trends. Canadian Council of Academic Rheumatologists.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Rheumatology; Subspecialty; Internal medicine; Family medicine; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001217105,0.0005983274,0.0004122375,0.003595368,0.00225986,0.001353065,0.002426269,0.0007875102,0.004687657],"category_scores_gemma":[0.004068534,0.0004087583,0.0004265517,0.009558402,0.001105223,0.0007707477,0.001219502,0.0007357765,0.0008774461],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02784112,"about_ca_system_score_gemma":0.04538064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767185,"about_ca_topic_score_gemma":0.9799132,"domain_scores_codex":[0.9975064,0.0001442702,0.0001782913,0.0002307673,0.001114212,0.0008260824],"domain_scores_gemma":[0.9906454,0.0003058283,0.00182857,0.00006073344,0.003348757,0.003810664],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001101903,0.0001059145,0.8266522,0.001157393,0.00004624079,0.0001471236,0.001446489,0.000275356,0.000201214,0.0003491863,0.05633231,0.1131763],"study_design_scores_gemma":[0.00001111536,0.00003212355,0.9839627,0.0002354237,0.00001126229,0.00007981894,0.001142221,0.0002056687,0.00003530316,0.00003234559,0.01423874,0.00001315271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7457136,0.1290871,0.001038463,0.03652033,0.001133919,0.0003585992,0.05733257,0.0006086742,0.02820682],"genre_scores_gemma":[0.9284083,0.04516757,0.001960231,0.002463557,0.0002774968,0.0002781347,0.01584571,0.00003587376,0.005563154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9987829,"threshold_uncertainty_score":0.2020024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03210481085080381,"score_gpt":0.2679757447926791,"score_spread":0.2358709339418753,"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."}}