{"id":"W1427458496","doi":"10.2310/8000.2011.110596","title":"A Call To Action In Consultation Training","year":2011,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Medicine; Action (physics); Call to action; Training (meteorology); Medical education; Advertising; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007367733,0.0001965519,0.0005176959,0.002463092,0.00006868975,0.00000872904,0.0002921681,0.0004624309,0.002055575],"category_scores_gemma":[0.001204401,0.0001699501,0.0000663675,0.0007690699,0.00003930596,0.0002322116,0.000008351492,0.001241375,0.00006941982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790098,"about_ca_system_score_gemma":0.0005750029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2576972,"about_ca_topic_score_gemma":0.4347932,"domain_scores_codex":[0.9980837,0.00002484277,0.00104377,0.0001772944,0.0002162586,0.0004541746],"domain_scores_gemma":[0.9984667,0.00002286889,0.0007188476,0.0001531512,0.0005504449,0.00008799694],"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":[0.000004962773,0.000001759084,0.001165257,0.0002493563,0.00002059503,0.0006073366,0.0008063792,0.000001253635,0.00001194169,0.0002862598,0.9848529,0.01199205],"study_design_scores_gemma":[0.0002902664,0.00005411362,0.001556597,0.0006680918,0.00003772698,0.00001931779,0.0006971601,0.000007755758,3.143908e-7,0.000826058,0.995693,0.0001496085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01450644,0.0009336667,0.0001811466,0.9416789,0.02650846,0.0004050823,0.000005366839,0.00001968142,0.01576128],"genre_scores_gemma":[0.3274573,0.0001871784,0.00009606376,0.5896102,0.07897358,0.00003287226,0.00009737816,0.0001410016,0.003404336],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3520686,"threshold_uncertainty_score":0.9988567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2408174703407198,"score_gpt":0.3463653901011993,"score_spread":0.1055479197604794,"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."}}