{"id":"W3110776209","doi":"10.1177/0194599820970950","title":"Parent‐Reported Outcome Questionnaire for Swallowing Dysfunction in Healthy Infants and Toddlers: Construction and Content Validation","year":2020,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Content validity; Swallowing; Delphi method; Medicine; Population; Confounding; Dysphagia; Interview; Psychology; Clinical psychology; Psychometrics; Computer science; Pathology; Artificial intelligence; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0004559066,0.0001234104,0.0002771436,0.0001088979,0.0002509175,0.00001202243,0.00003809413,0.000153263,0.00003483236],"category_scores_gemma":[0.0003096036,0.0001217666,0.00002324156,0.0001119125,0.00004891433,0.000239448,0.00007428535,0.0002243308,0.000007438901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008624496,"about_ca_system_score_gemma":0.00005942795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002198392,"about_ca_topic_score_gemma":0.0002076167,"domain_scores_codex":[0.9984877,0.0002264872,0.0005852706,0.0003338189,0.00008711944,0.0002796777],"domain_scores_gemma":[0.9993472,0.0001273831,0.0002434147,0.00009546161,0.00007235843,0.0001142167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003561746,0.00002003276,0.9889704,0.0003334192,0.00003799992,0.000005295593,0.0007402616,0.000004654705,0.0002723791,0.004488987,0.000236569,0.004533811],"study_design_scores_gemma":[0.004289516,0.0004236141,0.9862592,0.00009668607,0.00006580925,0.000006104231,0.002229606,0.001724162,0.00001222222,0.0003801091,0.00436172,0.0001512078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754654,0.0001422111,0.01315825,0.008236316,0.0008366199,0.001750068,0.000005110052,0.00008865778,0.0003174258],"genre_scores_gemma":[0.9947147,0.00009723769,0.001533597,0.003051589,0.00009817255,0.0003458249,0.00007131843,0.0000141244,0.00007339266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0192494,"threshold_uncertainty_score":0.49655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438994694193516,"score_gpt":0.4000947414951689,"score_spread":0.2561952720758173,"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."}}