{"id":"W2980015356","doi":"10.1182/blood.v126.23.42.42","title":"Content, Utilization and Impact of a Hematology e-Consultation Service","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Champlain Regional College; Bruyère; University of Ottawa","funders":"","keywords":"Medicine; Specialty; Referral; Family medicine; Service (business); Hematology; Internal medicine","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":[0.004574188,0.0002068021,0.0002745381,0.002228717,0.001340808,0.001977309,0.0008685196,0.0004148465,0.007565528],"category_scores_gemma":[0.04670485,0.0002088251,0.0004060993,0.003575949,0.0006925272,0.0008767963,0.00195202,0.0007330942,0.000740758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01297317,"about_ca_system_score_gemma":0.0201682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2506379,"about_ca_topic_score_gemma":0.319923,"domain_scores_codex":[0.989795,0.003455386,0.0010777,0.0005904163,0.003374808,0.001706559],"domain_scores_gemma":[0.9473889,0.02416422,0.01046201,0.001071945,0.01104269,0.00587022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004139064,0.0006531078,0.892631,0.0006950811,0.00004827926,0.0005217214,0.009259475,0.0002663645,0.0006788527,0.000229321,0.01016236,0.08444053],"study_design_scores_gemma":[0.00002285987,0.0001849083,0.9850273,0.0002317819,0.00002388626,0.0001761205,0.009356517,0.0006182396,0.000212485,0.00003393078,0.00409343,0.00001845671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861007,0.0002791372,0.0001387865,0.00117564,0.00002442982,0.0003993007,0.003352238,0.00004742981,0.008482182],"genre_scores_gemma":[0.9945191,0.0004548298,0.0008845067,0.0004915063,0.00004264152,0.0002330177,0.001522125,0.00001740315,0.001834946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2506379,"threshold_uncertainty_score":0.4983581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143494769424862,"score_gpt":0.3058423730820669,"score_spread":0.1914928961395807,"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."}}