{"id":"W3016733508","doi":"10.1089/tmj.2020.0023","title":"Specialist Participation in e-Consult and e-Referral Services: Best Practices","year":2020,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Disengagement theory; Referral; Best practice; Confusion; Key (lock); Quality (philosophy); Service (business); Public relations; Business; Service provider; Nursing; Psychology; Medical education; Medicine; Political science; Marketing; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.08596551,0.0006155543,0.0004947145,0.003166692,0.005843414,0.006108116,0.003028126,0.004165376,0.006482091],"category_scores_gemma":[0.09115774,0.0006725024,0.0006688659,0.002553952,0.003150623,0.006150587,0.008163631,0.002990727,0.002862867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003986408,"about_ca_system_score_gemma":0.02278343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009605645,"about_ca_topic_score_gemma":0.023509,"domain_scores_codex":[0.8937726,0.0852809,0.007156688,0.001968177,0.008966782,0.002854822],"domain_scores_gemma":[0.8809335,0.07323996,0.009082975,0.008269669,0.01458106,0.01389282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002729192,0.00170423,0.05006851,0.004900492,0.00005760937,0.001872261,0.06986108,0.000727202,0.001571192,0.004447235,0.05535629,0.809161],"study_design_scores_gemma":[0.0006453206,0.002750498,0.1361924,0.03858691,0.0001718641,0.009450032,0.3072354,0.00503822,0.004761541,0.03686599,0.457643,0.0006588402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3078158,0.01857931,0.08037838,0.4301684,0.001912196,0.009288091,0.0004365132,0.003232103,0.1481895],"genre_scores_gemma":[0.775511,0.01717789,0.163962,0.02602663,0.0006524117,0.002915001,0.0003493592,0.0003115927,0.01309411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08596551,"threshold_uncertainty_score":0.4546345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302740344101842,"score_gpt":0.3758349373766456,"score_spread":0.2455609029664614,"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."}}