{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002161397,0.0001686852,0.0001103186,0.0005692816,0.0006133824,0.000965633,0.0004311549,0.0004765093,0.008621961],"category_scores_gemma":[0.02041821,0.0001108435,0.0002293999,0.001220696,0.0003728541,0.0005604516,0.0009924708,0.0004305124,0.000330342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003550231,"about_ca_system_score_gemma":0.005334477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09309888,"about_ca_topic_score_gemma":0.133519,"domain_scores_codex":[0.9958046,0.002091461,0.0002561513,0.000159323,0.001191589,0.0004968976],"domain_scores_gemma":[0.9788712,0.0117625,0.004277033,0.000278634,0.0028461,0.001964513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003891196,0.0006728615,0.7954919,0.0008129684,0.00007259029,0.0008749387,0.002511235,0.0007248137,0.0007461655,0.0003092211,0.007014448,0.1903798],"study_design_scores_gemma":[0.00002715165,0.0003838905,0.9897066,0.0002324406,0.0000279044,0.0008403292,0.003043984,0.0006139234,0.0002394264,0.00004851808,0.004825084,0.00001070403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707936,0.002802409,0.0002872435,0.00498045,0.00004636918,0.0001318963,0.0008881005,0.00005504261,0.0200149],"genre_scores_gemma":[0.9965269,0.001090194,0.000657872,0.00043827,0.00004054132,0.00003199509,0.0002027025,0.000005270359,0.001006327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09309888,"threshold_uncertainty_score":0.185114,"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."}}