{"id":"W7096853298","doi":"","title":"© 2014 Canadian Medical Association or its licensors CMAJ 1","year":2016,"lang":"en","type":"article","venue":"","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choking; Dysphagia; Swallowing; Retrospective cohort study; Bleed; Sore throat; Cohort; Intubation; Gastrointestinal bleeding","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001162811,0.0008939928,0.0008399844,0.002344317,0.002810001,0.005226293,0.001326707,0.005646091,0.7551975],"category_scores_gemma":[0.009986487,0.0006813916,0.0006948102,0.001978935,0.001106529,0.001545739,0.001842741,0.00447468,0.6061481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002520682,"about_ca_system_score_gemma":0.01001556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02210975,"about_ca_topic_score_gemma":0.05143344,"domain_scores_codex":[0.9985058,0.0001305333,0.0001008871,0.0002030868,0.0006699608,0.0003897793],"domain_scores_gemma":[0.9910527,0.000972173,0.0004597525,0.0005464504,0.003736542,0.003232394],"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":[0.00002659082,0.00008092447,0.0005448331,0.0002159151,0.000006652873,0.0003858239,0.00002867899,0.00002227206,0.000196509,0.0008843203,0.9204221,0.07718536],"study_design_scores_gemma":[0.00001192877,0.000006873845,0.0008085509,0.0003336252,0.000002814936,0.0004638167,0.0000539477,0.00002609123,0.00003255789,0.0001771061,0.9980774,0.00000520058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009086125,0.008990218,0.0007397083,0.0213874,0.03182959,0.0001573228,0.002906542,0.000978324,0.9321023],"genre_scores_gemma":[0.006119888,0.01129943,0.001148285,0.007530355,0.006357662,0.0001084998,0.002297684,0.0003624386,0.9647758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2448025,"threshold_uncertainty_score":0.349181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06146997146910831,"score_gpt":0.4408248376511001,"score_spread":0.3793548661819918,"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."}}