{"id":"W2780926980","doi":"10.1089/tmj.2017.0225","title":"Who Uses eConsult? Investigating Physician Characteristics Associated with Usage (and Nonusage)","year":2017,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa; Statistics Canada","funders":"Canadian Institutes of Health Research","keywords":"Family medicine; Psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002164049,0.0001449883,0.0003160043,0.001416636,0.0005448374,0.001265032,0.0007277573,0.0006361115,0.004908078],"category_scores_gemma":[0.02415993,0.0002064784,0.0005077469,0.002996627,0.0004591969,0.0009868963,0.0006281111,0.0007593912,0.0006261112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266101,"about_ca_system_score_gemma":0.002197776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05426347,"about_ca_topic_score_gemma":0.07030988,"domain_scores_codex":[0.9977456,0.000537162,0.0003542537,0.000222744,0.0008070334,0.0003333274],"domain_scores_gemma":[0.9664217,0.009158437,0.01877047,0.0007472394,0.002252446,0.002649773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003979493,0.0000245003,0.9970329,0.00002969389,0.00002167483,0.0000389216,0.0002079902,0.00001318849,0.0000201729,0.00001739832,0.0002619539,0.002291789],"study_design_scores_gemma":[0.000002953673,0.00005649008,0.9977034,0.00006177977,0.00001855039,0.0002054016,0.001065622,0.0001709202,0.00002974502,0.00001446484,0.0006670635,0.000003594186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948515,0.0008700723,0.0001179724,0.000890883,0.00001435914,0.00003166276,0.001675423,0.000007930818,0.001540257],"genre_scores_gemma":[0.9981272,0.0004198918,0.0001649088,0.0001697764,0.00003147624,0.00001752706,0.0006378969,0.000005470607,0.0004258279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05426347,"threshold_uncertainty_score":0.1078953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04801545856715337,"score_gpt":0.2936172911951616,"score_spread":0.2456018326280082,"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."}}