{"id":"W2399469279","doi":"10.2310/8000.2011.110268","title":"How to give a consultation and how to get a consultation","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Action (physics); Medical education; Internet privacy; Medical emergency; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004711129,0.0001130017,0.0002422118,0.0008291037,0.0001113024,0.00002274881,0.000132873,0.00007109066,0.0003333836],"category_scores_gemma":[0.003061982,0.00009253393,0.00002347702,0.0006100689,0.0000463541,0.0003391831,0.00001092766,0.000125681,0.00001723807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004380845,"about_ca_system_score_gemma":0.0001537223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04006388,"about_ca_topic_score_gemma":0.1295473,"domain_scores_codex":[0.9991376,0.00001466187,0.0003150396,0.00013335,0.0001415684,0.0002578102],"domain_scores_gemma":[0.9983925,0.00002114926,0.0002952783,0.00009851756,0.0009663476,0.0002261828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001522888,0.00003171704,0.09245286,0.0007224496,0.0002068434,0.0005027229,0.02398377,0.000003305328,0.003111125,0.06796055,0.6890575,0.1218148],"study_design_scores_gemma":[0.0008266005,0.0002613066,0.03163174,0.0002663336,0.00005869896,0.0000246539,0.0113111,0.00003513838,0.00002337951,0.001741458,0.9536367,0.0001828773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8196726,0.0009256307,0.003267769,0.163287,0.006169942,0.0006264938,0.000008331211,0.00002429747,0.006017975],"genre_scores_gemma":[0.9963725,0.00002647389,0.0002819263,0.001315026,0.001235062,0.000007740893,0.0000031784,0.00001337707,0.0007447112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2645792,"threshold_uncertainty_score":0.9663284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09104430259318244,"score_gpt":0.2931005565869745,"score_spread":0.2020562539937921,"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."}}