{"id":"W7155545382","doi":"10.2196/90248","title":"Risk Factors Related to the Incidence of Stroke-Associated Pneumonia in Adults: A Scoping Review Protocol (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Protocol (science); Pneumonia; Risk factor; Risk assessment; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1232916,0.003313038,0.008712781,0.01648135,0.005725304,0.00666513,0.004181773,0.009012159,0.05399034],"category_scores_gemma":[0.2333572,0.005801748,0.01435353,0.01299252,0.003100673,0.004894894,0.006253423,0.005991236,0.009275722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009544458,"about_ca_system_score_gemma":0.07606144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008704671,"about_ca_topic_score_gemma":0.01776779,"domain_scores_codex":[0.9053317,0.03178042,0.04943341,0.003671206,0.007585492,0.002197717],"domain_scores_gemma":[0.8651098,0.0608472,0.02298597,0.01013506,0.03780646,0.003115648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.008787226,0.0008851808,0.003802335,0.8224669,0.004230181,0.0005450618,0.006830627,0.0009488438,0.001654379,0.002948934,0.05871482,0.08818546],"study_design_scores_gemma":[0.04107227,0.003126922,0.02565362,0.7056103,0.02010706,0.0004935703,0.004628463,0.0009264617,0.002517558,0.004208141,0.1909935,0.0006622089],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001453864,0.003506535,0.001846201,0.00114574,0.0005475385,0.9793319,0.01031195,0.0001325066,0.001723836],"genre_scores_gemma":[0.001263735,0.001733563,0.003338828,0.000228257,0.00005768457,0.9920667,0.000964234,0.0000105923,0.0003363757],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1232916,"threshold_uncertainty_score":0.6520362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1416202625109652,"score_gpt":0.6146860111270595,"score_spread":0.4730657486160942,"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."}}