{"id":"W4404362039","doi":"10.1002/lary.31866","title":"Multi‐institutional Validation of the Interarytenoid Assessment Protocol for Pediatric Laryngeal Cleft","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Reliability (semiconductor); Inter-rater reliability; Medicine; Protocol (science); Psychology; Pathology; Rating scale; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08613483,0.0007859954,0.0006286153,0.00254092,0.001205012,0.001248472,0.002042638,0.0009686194,0.001178319],"category_scores_gemma":[0.09771468,0.0005409208,0.00150354,0.00155892,0.001464327,0.001506368,0.002816166,0.001126753,0.000639256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002180985,"about_ca_system_score_gemma":0.006665483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548173,"about_ca_topic_score_gemma":0.004602825,"domain_scores_codex":[0.9441321,0.03107259,0.01181995,0.00424356,0.007738079,0.0009937147],"domain_scores_gemma":[0.8532639,0.03643002,0.02046927,0.01812858,0.06920996,0.002498293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002687681,0.001861114,0.8193245,0.001100442,0.0004978207,0.0006073959,0.01067802,0.003980512,0.01599084,0.001162548,0.0039987,0.1381105],"study_design_scores_gemma":[0.0002951651,0.004696894,0.9557074,0.0005670027,0.0002523266,0.001217571,0.003556258,0.00929888,0.01299758,0.0003734896,0.01090293,0.0001344905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.895822,0.0008966411,0.06968682,0.0003301667,0.0002727493,0.02497229,0.001766441,0.0003600387,0.005892818],"genre_scores_gemma":[0.8628923,0.0004439554,0.09794567,0.0002084972,0.00007889232,0.03376723,0.00365776,0.000109022,0.0008966962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08613483,"threshold_uncertainty_score":0.4555299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323777649906209,"score_gpt":0.3692230849855969,"score_spread":0.3359853084865347,"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."}}