{"id":"W4402781197","doi":"10.1080/24745332.2024.2389883","title":"Foreign body aspiration in children: A review of prevention guidelines by analyzing choking episodes in Eastern Québec from 2006 to 2020","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Faculté de Médecine, Université Laval","keywords":"Choking; Foreign body aspiration; Psychology; Medicine; Foreign body; Surgery; Anatomy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002912238,0.0004426466,0.0006848407,0.007717987,0.0008732953,0.001122408,0.001230549,0.0005810005,0.001279585],"category_scores_gemma":[0.009691438,0.0002558422,0.0006907952,0.01270527,0.0005591566,0.0006897351,0.0004198216,0.0005242547,0.0001291275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01596604,"about_ca_system_score_gemma":0.02865482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8865453,"about_ca_topic_score_gemma":0.9269982,"domain_scores_codex":[0.9984804,0.0001882739,0.0004806446,0.0001323433,0.0005782782,0.0001401086],"domain_scores_gemma":[0.9877918,0.002330251,0.002240463,0.0001260753,0.006853645,0.000657667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002053283,0.00009380033,0.4347816,0.0205927,0.0005346549,0.0009645685,0.00231225,0.0007358924,0.0004388276,0.0005139066,0.03654148,0.5022849],"study_design_scores_gemma":[0.00004098361,0.0001066917,0.8937118,0.02658046,0.0006264658,0.001287503,0.002445897,0.0005133654,0.0002934218,0.00005160315,0.07427578,0.00006586863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07784915,0.9040937,0.0005534722,0.004292698,0.0004031561,0.0002445191,0.005510356,0.0001040992,0.0069488],"genre_scores_gemma":[0.320902,0.6676196,0.0031924,0.001828578,0.0001626629,0.0002265839,0.004818433,0.00002463616,0.001225059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1134547,"threshold_uncertainty_score":0.2282457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06176396306511957,"score_gpt":0.3967693728241984,"score_spread":0.3350054097590788,"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."}}