{"id":"W3036855775","doi":"10.1097/bpo.0000000000001607","title":"Electronic Consultation Systems: Impact on Pediatric Orthopaedic Care","year":2020,"lang":"en","type":"article","venue":"Journal of Pediatric Orthopaedics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Family medicine; Orthopedic surgery; Cross-sectional study; Primary care; Service (business); Medical emergency; Pediatrics; Emergency medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007684052,0.0003381428,0.0006211406,0.0009746218,0.0001711864,0.0001666703,0.0003955005,0.0002853711,0.00006484651],"category_scores_gemma":[0.001144052,0.0002604381,0.0004255672,0.001994357,0.00002762364,0.0006599449,0.00007371227,0.0009958954,0.0002150549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087586,"about_ca_system_score_gemma":0.0007102727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001789697,"about_ca_topic_score_gemma":0.00001559103,"domain_scores_codex":[0.9969035,0.00005863464,0.001245973,0.0002985795,0.0008658347,0.0006274928],"domain_scores_gemma":[0.996491,0.0001678032,0.001860411,0.0002054055,0.001153952,0.0001214919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004201923,0.0001490814,0.9414123,0.002800683,0.0001361477,0.0003805848,0.0004462888,0.001998268,0.00001311403,0.007602904,0.03184303,0.01279739],"study_design_scores_gemma":[0.02542251,0.008746206,0.1921857,0.0004225391,0.005342582,0.0006455349,0.0167734,0.009216448,0.00001520345,0.001357286,0.7355722,0.004300365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871575,0.007077999,0.0007572328,0.001753391,0.001551288,0.000467608,0.00001141015,0.0001662743,0.001057323],"genre_scores_gemma":[0.9707074,0.001084815,0.00003232102,0.001159385,0.02692469,0.000007228563,0.00001486838,0.0000559342,0.00001342174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7492266,"threshold_uncertainty_score":0.9999848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636340177586359,"score_gpt":0.255875638383157,"score_spread":0.2395122366072934,"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."}}