{"id":"W4402466493","doi":"10.1093/occmed/kqae067","title":"ECHO OEM virtual community of learning for primary care","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of New Brunswick; Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"Workplace Safety and Insurance Board","keywords":"Medicine; Health care; Family medicine; Observational study; Occupational medicine; Pharmacy; Attendance; Occupational therapy; Nursing; Medical education; Occupational safety and health; Physical therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.001714445,0.0001032325,0.0002229307,0.00021137,0.000758496,0.000004334153,0.0001596416,0.0001283898,0.0008787694],"category_scores_gemma":[0.001241507,0.00007538298,0.00005767742,0.0002737355,0.000114915,0.0001550868,0.00006216887,0.001167776,0.00008435799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856176,"about_ca_system_score_gemma":0.0008154917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002024883,"about_ca_topic_score_gemma":0.00003145488,"domain_scores_codex":[0.9979277,0.0007525047,0.0004322979,0.0001430813,0.0005215077,0.0002228699],"domain_scores_gemma":[0.9910498,0.00795761,0.0001170754,0.0001712265,0.000626568,0.00007775494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008721828,0.000544099,0.2824654,0.02038717,0.0008786888,0.00001872368,0.1103598,0.0009173039,0.02946088,0.1536799,0.1126649,0.2799012],"study_design_scores_gemma":[0.004868142,0.00370074,0.3730211,0.00557471,0.0001738963,0.000005401041,0.07061693,0.001697119,0.0003911626,0.007726389,0.5318258,0.0003985939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8369205,0.008298102,0.03132445,0.009631565,0.00402082,0.003368256,0.0003923366,0.0004029305,0.1056411],"genre_scores_gemma":[0.9903128,0.0001910583,0.0008948533,0.0006439826,0.001141632,0.0001698323,0.001405521,0.00002765473,0.005212667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4191609,"threshold_uncertainty_score":0.9621909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1698828157151205,"score_gpt":0.5316615492463571,"score_spread":0.3617787335312366,"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."}}