{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009920673,0.0004346846,0.0004754952,0.001346386,0.003143142,0.005434731,0.001324918,0.00294674,0.03070802],"category_scores_gemma":[0.03769625,0.0004527531,0.0008582085,0.001340247,0.00165585,0.004543743,0.009794896,0.00384288,0.003444423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00280219,"about_ca_system_score_gemma":0.01436036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105172,"about_ca_topic_score_gemma":0.01939585,"domain_scores_codex":[0.98809,0.006393956,0.0004528795,0.000426978,0.002917923,0.001718368],"domain_scores_gemma":[0.9622349,0.0160298,0.003120362,0.00139235,0.003229116,0.01399343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002357073,0.0009410437,0.03298358,0.001494048,0.00004593578,0.003331268,0.003566656,0.0004909098,0.001090928,0.01193177,0.1417018,0.8021863],"study_design_scores_gemma":[0.0003357792,0.001575021,0.1100008,0.006189905,0.000108809,0.03019956,0.02243143,0.001755582,0.002184131,0.0334828,0.7914659,0.0002703091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1211094,0.02993964,0.02971338,0.5390567,0.007654703,0.0009599033,0.0008148299,0.001008629,0.2697429],"genre_scores_gemma":[0.7138267,0.03825549,0.08695896,0.1110926,0.01466601,0.0008987726,0.001016306,0.0003015615,0.03298369],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03070802,"threshold_uncertainty_score":0.1027285,"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."}}