{"id":"W4408717504","doi":"10.5664/jcsm.11664","title":"Personalized endpoints in Prader-Willi syndrome: a case study with goal attainment scaling","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Genetic Syndromes and Imprinting","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Goal Attainment Scaling; Physical medicine and rehabilitation; Physical therapy","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":[0.002740299,0.0001748723,0.0006904452,0.000125611,0.00005032675,0.00001195138,0.0002079166,0.0001319859,0.00004970225],"category_scores_gemma":[0.001096176,0.0001140134,0.0001430959,0.0002046784,0.0001788271,0.000004781376,0.000101502,0.0004034197,0.000001086044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002416673,"about_ca_system_score_gemma":0.0001421856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004768495,"about_ca_topic_score_gemma":0.00004470743,"domain_scores_codex":[0.9973668,0.0002855532,0.001458745,0.0002908027,0.000350406,0.0002476354],"domain_scores_gemma":[0.9987302,0.0001777522,0.0005021034,0.000252074,0.0001604577,0.0001774484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001967664,0.001388894,0.9447022,0.00006268891,0.0007637254,0.003526825,0.00047468,0.0001820904,0.001393474,0.00001001883,0.0004457537,0.04685286],"study_design_scores_gemma":[0.03553086,0.02216705,0.8729006,0.001284545,0.0006807529,0.03126307,0.0230154,0.0004594926,0.0002606612,0.00007002595,0.01192535,0.0004421738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945288,0.001103105,0.001584965,0.001837714,0.0004507397,0.0002853514,5.945798e-7,0.000002592013,0.0002061015],"genre_scores_gemma":[0.9977636,0.0001686812,0.001015313,0.0005213551,0.0003007964,0.000005385452,0.000001523907,0.0000134123,0.0002099189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0718016,"threshold_uncertainty_score":0.464933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838142673211102,"score_gpt":0.380721298490769,"score_spread":0.352339871758658,"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."}}