{"id":"W4415038540","doi":"10.1080/08870446.2025.2571593","title":"Facilitators and barriers to care among individuals with osteogenesis imperfecta","year":2025,"lang":"en","type":"article","venue":"Psychology and Health","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Columbia College","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Affect (linguistics); Osteogenesis imperfecta; Health care; Quality (philosophy); Quality of life (healthcare); Population","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":[0.0002139866,0.0001035911,0.0001437745,0.0001035422,0.0002077142,0.00001090772,0.000078859,0.0001019202,0.00002399597],"category_scores_gemma":[0.00006613419,0.00009356617,0.00001427751,0.0001330641,0.0001584351,0.00000201668,0.00007770905,0.0000841557,0.000001819396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009887221,"about_ca_system_score_gemma":0.0001489748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001734938,"about_ca_topic_score_gemma":0.00120607,"domain_scores_codex":[0.9990712,0.0001003561,0.0001000003,0.0004161872,0.00005140758,0.0002608592],"domain_scores_gemma":[0.9994684,0.00001338865,0.00002028306,0.0002048082,0.0000500687,0.0002430712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062734,0.000007330414,0.9604343,0.00006845278,0.00005312389,0.000001009968,0.0009676805,8.031287e-7,0.002089295,0.00007478978,0.002106607,0.0340904],"study_design_scores_gemma":[0.0008637661,0.001148843,0.9616746,0.00002202883,0.000007341258,0.000005994699,0.002011515,5.283887e-7,0.001131265,0.00006115802,0.03294644,0.0001264872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848648,0.009726178,0.0002163774,0.00371573,0.00004288615,0.000398733,0.00003700412,0.000007188046,0.0009910811],"genre_scores_gemma":[0.9960123,0.0007627535,0.0001568832,0.002785018,0.0000140533,0.00006114398,0.00002182381,0.000007922618,0.0001781331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03396391,"threshold_uncertainty_score":0.3815517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306345838163014,"score_gpt":0.371264883020702,"score_spread":0.3582014246390719,"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."}}