{"id":"W7115716232","doi":"10.26443/mjm.v22i1.1107","title":"Approach to: Dysphagia","year":2025,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Multidisciplinary approach; Dysphagia; Multidisciplinary team; Psychological intervention; Swallowing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005771316,0.000811231,0.0004395531,0.0009417034,0.001526802,0.002313155,0.001198197,0.003866798,0.1363842],"category_scores_gemma":[0.003183153,0.0001369463,0.0005222554,0.0003480339,0.0006421963,0.00228372,0.004318141,0.003705798,0.06125656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419224,"about_ca_system_score_gemma":0.004190366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144398,"about_ca_topic_score_gemma":0.003351499,"domain_scores_codex":[0.9995179,0.00009527756,0.00004168271,0.00008691599,0.0001505403,0.0001077577],"domain_scores_gemma":[0.9990817,0.0000752184,0.00003797924,0.00003733373,0.000322394,0.0004453248],"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":[0.00005739389,0.0002076213,0.001011907,0.0005773422,0.000008287233,0.00228655,0.0006734213,0.00007340398,0.0006276444,0.006874349,0.7284012,0.2592008],"study_design_scores_gemma":[0.00003434781,0.00009451566,0.001177511,0.0008007194,0.00001117543,0.007503165,0.0006414839,0.00005833318,0.00013027,0.006241414,0.9832932,0.0000137302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.005384201,0.02845979,0.01349765,0.2508401,0.04423369,0.001117695,0.0008663266,0.0010492,0.6545513],"genre_scores_gemma":[0.0503829,0.05068159,0.01113836,0.1698715,0.03055199,0.0009614619,0.0008898049,0.0003239636,0.6851985],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1363842,"threshold_uncertainty_score":0.4562507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0643604611067197,"score_gpt":0.4434728567257356,"score_spread":0.3791123956190159,"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."}}