{"id":"W3217005075","doi":"10.1002/mus.27466","title":"Laryngospasm in amyotrophic lateral sclerosis","year":2021,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Laryngospasm; Medicine; Anesthesia; Amyotrophic lateral sclerosis; Choking; Medical record; Disease; Airway; Internal medicine","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":[0.000372561,0.0001366473,0.0002249617,0.00009461654,0.0002334129,0.00002232347,0.0001514623,0.00009938805,0.0021635],"category_scores_gemma":[0.00003845446,0.0001337633,0.00007184917,0.0003967535,0.00001628042,0.0001701971,0.0002949004,0.000426488,0.0006828882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483747,"about_ca_system_score_gemma":0.0001519215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004945894,"about_ca_topic_score_gemma":0.000868475,"domain_scores_codex":[0.9981948,0.0003354459,0.000380032,0.0003270915,0.0002097617,0.0005528544],"domain_scores_gemma":[0.999287,0.00008777237,0.00008373597,0.0003738852,0.00007206806,0.00009555086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008208372,0.0009808444,0.5642389,0.0006438561,0.0001942049,0.001196304,0.006208144,0.0001133664,0.03092644,0.03679632,0.3281882,0.03043132],"study_design_scores_gemma":[0.001305879,0.00002580186,0.813607,0.0001814049,0.00001614417,3.176247e-7,0.0005743438,0.0002223978,0.00008905456,0.0006711727,0.1831435,0.0001630479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486946,0.0002045351,0.00005923072,0.008977428,0.0009473428,0.000359446,0.000007500966,0.0001087261,0.04064118],"genre_scores_gemma":[0.9733911,0.0001457008,0.0004706543,0.005869271,0.0001441293,0.0001598241,0.00004672821,0.00002869531,0.0197439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2493681,"threshold_uncertainty_score":0.9987487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06533906269159433,"score_gpt":0.3626782336438307,"score_spread":0.2973391709522364,"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."}}