{"id":"W2041767842","doi":"10.5339/avi.2011.2","title":"Qatar Interprofessional Health Council: IPE for Qatar","year":2011,"lang":"en","type":"article","venue":"Avicenna","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Health care; Pharmacy; Interprofessional education; Population; Medicine; Medical education; Nursing; Political science; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001451237,0.0002096398,0.0002970495,0.00009299258,0.001202433,0.000008370369,0.0003138908,0.000216279,0.004733513],"category_scores_gemma":[0.0002921127,0.0001756762,0.00008926682,0.0002574362,0.00005285102,0.0002777473,0.0001021585,0.0005280038,0.001603229],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008300429,"about_ca_system_score_gemma":0.009160895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299845,"about_ca_topic_score_gemma":0.002165738,"domain_scores_codex":[0.9973986,0.0003891266,0.0007459233,0.0003892058,0.0004475666,0.0006296251],"domain_scores_gemma":[0.9974647,0.0003096273,0.0004110618,0.0004074505,0.001146214,0.0002609728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002421295,0.0005892396,0.01059643,0.0005457064,0.00007300873,0.000001917335,0.07616396,3.571941e-7,0.0009366745,0.1149722,0.7883702,0.005329041],"study_design_scores_gemma":[0.002498566,0.0005094747,0.04787785,0.001241007,0.0000320726,0.000002974228,0.04571155,0.0004259399,0.0001308517,0.01347122,0.8875511,0.0005474173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5536755,0.002007356,0.02660416,0.08034648,0.0623459,0.01469437,0.001387046,0.00153966,0.2573995],"genre_scores_gemma":[0.8994566,0.0000434086,0.01554103,0.03954278,0.001130294,0.001463115,0.0004262708,0.00007960691,0.04231688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3457811,"threshold_uncertainty_score":0.9991741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1918528398684208,"score_gpt":0.4698915915572983,"score_spread":0.2780387516888775,"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."}}