{"id":"W2800679892","doi":"10.1089/tmj.2018.0012","title":"Specialist Perspectives on Ontario Provincial Electronic Consultation Services","year":2018,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"Champlain Local Health Integration Network; Canadian Foundation for Healthcare Improvement","keywords":"Service provider; Service (business); Telemedicine; Workflow; Demographics; Business; Primary care; Medicine; Nursing; Family medicine; Medical emergency; Marketing; Health care; Computer science; Economic growth","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":[0.001171452,0.0001542037,0.0003173547,0.0003144553,0.000701889,0.0001088579,0.0001222721,0.00006550352,0.0002704154],"category_scores_gemma":[0.00003989419,0.0001137234,0.00003036128,0.00024494,0.000111859,0.0002903634,0.00003511877,0.0004942974,0.00006803801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000413632,"about_ca_system_score_gemma":0.0005290064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1453307,"about_ca_topic_score_gemma":0.41021,"domain_scores_codex":[0.9985169,0.0000213084,0.000452698,0.0002306475,0.0002713122,0.0005071992],"domain_scores_gemma":[0.9990389,0.0000141427,0.0005124654,0.0001056137,0.0002733852,0.00005547201],"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":[0.0004574294,0.0003677581,0.07556523,0.00133068,0.0001437417,0.00004959128,0.02486362,6.036694e-7,0.0001136922,0.3383132,0.06830474,0.4904897],"study_design_scores_gemma":[0.001998348,0.001519859,0.1064692,0.0004725389,0.00001674883,0.0001842854,0.01667104,0.00008883623,0.000003759824,0.006394357,0.8659635,0.0002174676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258055,0.001153442,0.0001490517,0.06223516,0.0008197429,0.0004538815,0.00000157539,0.0001102574,0.009271357],"genre_scores_gemma":[0.980076,0.0002324541,0.00005478353,0.009519977,0.009745572,0.000004322057,0.000007893889,0.00001483906,0.0003442137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7976588,"threshold_uncertainty_score":0.8603606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756252970822252,"score_gpt":0.2799477445702173,"score_spread":0.2623852148619948,"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."}}