{"id":"W2955571640","doi":"10.22454/fammed.2019.407574","title":"eConsults and Learning Between Primary Care Providers and Specialists","year":2019,"lang":"en","type":"article","venue":"Family Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; Bruyère Research Institute; Canadian Institutes of Health Research; Champlain Local Health Integration Network","keywords":"Collegiality; Primary care; Service provider; Service (business); Medicine; Medical education; Professional development; Qualitative research; Nursing; Psychology; Pedagogy; Family medicine; Business; Sociology","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":[0.0003046985,0.0001261517,0.0003180169,0.0001866681,0.0001095921,0.00003347721,0.00007145738,0.0001089351,0.00002378013],"category_scores_gemma":[0.0001213479,0.0001003819,0.00001192623,0.0001597318,0.0001025607,0.0002285622,0.0001041103,0.0002407931,0.00006144719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002615668,"about_ca_system_score_gemma":0.00002147991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003903993,"about_ca_topic_score_gemma":0.0001249035,"domain_scores_codex":[0.9991327,0.00001446286,0.000227444,0.0002703969,0.0001428637,0.0002121427],"domain_scores_gemma":[0.9995761,0.00006609633,0.0001206547,0.0001340273,0.00008242304,0.00002072227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000123169,0.000002929532,0.8185841,0.001811518,0.00001611072,0.00001214876,0.0004351401,2.588504e-7,0.0003697601,0.002253464,0.001675888,0.1748264],"study_design_scores_gemma":[0.0009141924,0.00004895375,0.5771925,0.0002726509,0.00002031637,0.000002704398,0.003113185,0.00001564715,0.00000159879,0.0001664611,0.4181406,0.0001111399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510868,0.001903593,0.000008769689,0.002420201,0.0003434578,0.0003669096,0.000001161087,0.0001278896,0.04374118],"genre_scores_gemma":[0.9963031,0.00005785102,0.00003168457,0.001559097,0.00150974,0.0000059478,0.00004935529,0.00001789086,0.0004653134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4164647,"threshold_uncertainty_score":0.5901696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306264464011696,"score_gpt":0.2490942235045867,"score_spread":0.2260315788644698,"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."}}