{"id":"W4399673127","doi":"10.1093/jpepsy/jsae051","title":"Commentary: Intervention research in pediatric rare diseases","year":2024,"lang":"en","type":"article","venue":"Journal of Pediatric Psychology","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Intervention (counseling); Library science; Center (category theory); Medicine; Family medicine; History; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006904004,0.0001051408,0.0001549639,0.0006670433,0.00003751861,0.00003869976,0.0002869572,0.0001196772,0.00004829798],"category_scores_gemma":[0.00007411694,0.00009094782,0.0002075506,0.0004383043,0.00004116842,0.000009558332,0.00009111791,0.0003107751,0.0000190043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003139172,"about_ca_system_score_gemma":0.0001085388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006582294,"about_ca_topic_score_gemma":0.000008414782,"domain_scores_codex":[0.9986214,0.0002477895,0.0004449343,0.0002370579,0.0001886807,0.0002601296],"domain_scores_gemma":[0.9994071,0.00005533021,0.0001054884,0.000180057,0.0001240221,0.0001279995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005368075,0.0009992619,0.2816524,0.0002739307,0.0001012557,0.001269061,0.00009011615,0.00003672727,0.001598231,0.00007460068,0.7029568,0.01041082],"study_design_scores_gemma":[0.005601342,0.00481849,0.6963752,0.0001009201,0.0005683255,0.001167995,0.0004567457,0.00005218052,0.0002370911,0.007823434,0.2820668,0.0007315478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375315,0.05817411,0.0001445401,0.002198143,0.0015926,0.00008995822,0.00003397028,0.000004725847,0.0002304966],"genre_scores_gemma":[0.979296,0.01544768,0.00007747258,0.000406304,0.004651173,0.000005981582,0.00003736026,0.00001903095,0.00005901308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4208901,"threshold_uncertainty_score":0.3708744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163946410835795,"score_gpt":0.3893337097149158,"score_spread":0.3576942456065578,"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."}}