{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003105832,0.00009626245,0.0001983575,0.00006913153,0.0003166424,0.000005602795,0.0001895706,0.0006943487,0.882508],"category_scores_gemma":[0.0401218,0.00004729289,0.00003524598,0.0001130286,0.00002550268,0.00018125,0.00004313697,0.0005532262,0.2086139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005297758,"about_ca_system_score_gemma":0.002980434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04637987,"about_ca_topic_score_gemma":0.4358236,"domain_scores_codex":[0.997101,0.0007200835,0.0004312537,0.0002160754,0.0008486411,0.0006829652],"domain_scores_gemma":[0.9928982,0.00507479,0.0001299168,0.0002304688,0.0003026368,0.001363986],"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":[0.00002070663,0.00002139529,0.02288214,0.00003322234,0.00001535494,0.00001320325,0.0004345857,5.748424e-9,0.00001805874,0.003007652,0.9693297,0.004224019],"study_design_scores_gemma":[0.0004922011,0.00003842122,0.01985925,0.0001199135,0.00001068886,8.081569e-7,0.0008757576,0.00001020489,0.00001933049,0.00001475097,0.97847,0.00008871518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03361673,0.00002696182,0.00004829779,0.5297679,0.001252994,0.0004033758,0.00001812857,0.0001295046,0.4347361],"genre_scores_gemma":[0.199481,0.0002781519,0.000105438,0.0350944,0.00142028,0.00006591493,0.000001009325,0.00001619179,0.7635376],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6738941,"threshold_uncertainty_score":0.9679636,"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."}}