{"id":"W2593743787","doi":"10.1182/blood.v116.21.3830.3830","title":"Primary Care Referrals for Suspected Hematologic Malignancies: Incidence, Factors Affecting Choice of Specialist, and Flow of Referral Information.","year":2010,"lang":"en","type":"article","venue":"Blood","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Referral; Specialty; Family medicine; Incidence (geometry); Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001005389,0.0001267657,0.0001660301,0.001031727,0.0003139979,0.0004896433,0.0003104548,0.0005767258,0.003829888],"category_scores_gemma":[0.01098244,0.0002204976,0.0002049639,0.001267453,0.0002572082,0.0005316391,0.0004270448,0.0004241982,0.0004728932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005662342,"about_ca_system_score_gemma":0.000475803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082494,"about_ca_topic_score_gemma":0.01333931,"domain_scores_codex":[0.9989746,0.0003894673,0.0001271021,0.0001186298,0.0002555982,0.0001346887],"domain_scores_gemma":[0.9871045,0.003954554,0.006948002,0.0001768246,0.0007236712,0.001092485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001585679,0.00002074649,0.9992744,0.000004711555,0.000003769456,0.00003045833,0.00003909536,0.000006227383,0.00001834673,0.000001928482,0.000116139,0.0004682794],"study_design_scores_gemma":[0.000003265313,0.00003816265,0.9994447,0.000007723524,0.000004133825,0.0001896359,0.000125086,0.0001184728,0.00001281101,0.00000333865,0.00005173422,9.724043e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986392,0.0002894954,0.00003339978,0.0001995849,0.000002900818,0.00001090054,0.0002985047,0.000005889647,0.0005202763],"genre_scores_gemma":[0.99965,0.00008574081,0.00003275018,0.00002373677,0.000007985953,0.000004368619,0.0001381281,9.285108e-7,0.00005637205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01082494,"threshold_uncertainty_score":0.02152389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530004300329408,"score_gpt":0.2571941761446629,"score_spread":0.2318941331413688,"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."}}