{"id":"W2806336368","doi":"10.1097/pr9.0000000000000663","title":"Interprofessional pain education—with, from, and about competent, collaborative practice teams to transform pain care","year":2018,"lang":"en","type":"article","venue":"PAIN Reports","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institutes of Health; University of Toronto","keywords":"Interprofessional education; Curriculum; Medical education; Excellence; Health care; Medicine; Documentation; Nursing; Psychology; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006347146,0.0003133783,0.0003524321,0.0001966383,0.001368817,0.00005547732,0.000141917,0.0002605476,0.00126362],"category_scores_gemma":[0.00496295,0.0002472651,0.00004172193,0.0007201913,0.0001421757,0.000376933,0.00007054068,0.0005705619,0.0001222999],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004503017,"about_ca_system_score_gemma":0.00838236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210682,"about_ca_topic_score_gemma":0.003795963,"domain_scores_codex":[0.9924393,0.004929922,0.0009481509,0.000679454,0.0005412109,0.0004619738],"domain_scores_gemma":[0.9924303,0.002859417,0.0006399949,0.0004967835,0.003171114,0.0004023736],"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":[0.002443055,0.0007711053,0.1033768,0.0004262328,0.0001881964,0.0000641431,0.2080087,0.000003131762,0.001258205,0.002259321,0.3654874,0.3157137],"study_design_scores_gemma":[0.0003606134,0.0007038183,0.01130226,0.001971651,0.00004370588,0.00001206276,0.2806759,0.0001115637,0.0001332504,0.0009213605,0.703368,0.0003957388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6427557,0.002750589,0.06374314,0.1318548,0.01547205,0.01244544,0.000267797,0.0006785118,0.1300319],"genre_scores_gemma":[0.9245003,0.00002146357,0.01632402,0.04916611,0.001232544,0.001632387,0.0004798678,0.00005887696,0.006584412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3378806,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008429157516661203,"score_gpt":0.3935493450164818,"score_spread":0.3851201874998206,"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."}}