{"id":"W2557031457","doi":"10.1097/acm.0000000000001472","title":"Unique Educational Opportunities for PCPs and Specialists Arising From Electronic Consultation Services","year":2016,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Bruyère; Ottawa Hospital","funders":"","keywords":"Specialty; Certification; Nursing; Medicine; Service delivery framework; Health care; Medical education; Service (business); Business; Public relations; Family medicine; Marketing; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005351926,0.0002754119,0.0004787873,0.0004104626,0.0001491897,0.0000315702,0.0002720165,0.001156024,0.0002359228],"category_scores_gemma":[0.0002831958,0.0002077916,0.00002829181,0.0001158766,0.0001830758,0.0003282641,0.00006430734,0.001133885,0.00002257014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009507943,"about_ca_system_score_gemma":0.0001947753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00417878,"about_ca_topic_score_gemma":0.0002525604,"domain_scores_codex":[0.9982658,0.00002599778,0.0005701194,0.0004220926,0.0002547795,0.0004611903],"domain_scores_gemma":[0.9982603,0.0006101326,0.0006472963,0.0001958968,0.0002691563,0.00001722694],"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":[0.0000112459,9.423193e-7,0.0005976682,0.001199779,0.00005195316,0.000008283674,0.0001750148,1.156706e-8,0.00009252648,0.05198902,0.9294361,0.01643741],"study_design_scores_gemma":[0.0005109751,0.00001267325,0.0001691865,0.001169574,0.0000817556,0.000007291756,0.0005540553,0.00002184196,0.000003483507,0.1083106,0.8889648,0.0001936987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01050867,0.002187312,0.0003589664,0.9826827,0.001206142,0.0006332712,0.00004700859,0.000110473,0.002265461],"genre_scores_gemma":[0.04211861,0.001533528,0.0000289925,0.8525221,0.0961048,0.0001801558,0.002838104,0.0000743679,0.004599317],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1301606,"threshold_uncertainty_score":0.8916319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0663011921809216,"score_gpt":0.3050648761875881,"score_spread":0.2387636840066665,"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."}}