{"id":"W4283011202","doi":"10.3390/foods11121789","title":"3D Food Printing Applications Related to Dysphagia: A Narrative Review","year":2022,"lang":"en","type":"review","venue":"Foods","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dysphagia; Medicine; Choking; Population; Malnutrition; Food science; Environmental health; Surgery; Biology; Pathology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001843382,0.0005752124,0.002067308,0.0003094997,0.001412825,0.00001846643,0.0008551647,0.0003090394,0.01058059],"category_scores_gemma":[0.0002205106,0.0005023545,0.0004439176,0.001862522,0.00002594153,0.00009437176,0.001399601,0.002066655,0.002328893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007434193,"about_ca_system_score_gemma":0.0008394704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007915315,"about_ca_topic_score_gemma":0.00001535377,"domain_scores_codex":[0.9945361,0.001460122,0.001825485,0.0008890411,0.0005067595,0.0007824835],"domain_scores_gemma":[0.99671,0.0006201228,0.001178909,0.00114238,0.0001014758,0.0002471206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001316629,0.00007412182,0.000002873293,0.09932434,0.0007090168,0.000003979407,0.0007988822,3.59462e-7,1.120254e-8,0.00949449,0.07328025,0.8163103],"study_design_scores_gemma":[0.0001674286,0.0001729589,0.000002079329,0.03166165,0.001409823,0.000002337249,0.0005434943,0.000001034892,5.985114e-9,0.0001513395,0.9654478,0.0004400121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.121229e-8,0.862701,0.0005114995,0.0005922066,0.0008574395,0.01548537,0.00007711454,0.0003125621,0.1194627],"genre_scores_gemma":[3.645065e-7,0.9310663,0.001819247,0.001663625,0.0001624064,0.03860044,0.0006817457,0.0001256872,0.0258802],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8921676,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215695589122398,"score_gpt":0.5063212303151845,"score_spread":0.3847516714029448,"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."}}