{"id":"W4410090164","doi":"10.1111/hex.70271","title":"From Doubt to Diagnosis: Canadian Patient Perspectives on a Limb‐Girdle Muscular Dystrophy Diagnosis","year":2025,"lang":"en","type":"article","venue":"Health Expectations","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Calgary; Muscular Dystrophy Canada","funders":"Muscular Dystrophy Canada; Sarepta Therapeutics","keywords":"Feeling; Anxiety; Distress; Psychology; Medical diagnosis; Qualitative research; Medicine; Limb-girdle muscular dystrophy; Health care; Clinical psychology; Psychiatry; Social psychology; Pathology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00002333523,0.0001486416,0.0001533019,0.0001778153,0.0003686006,0.00001872322,0.0001284209,0.0001009052,0.00007691483],"category_scores_gemma":[0.0001693931,0.0001567196,0.00009387716,0.0002263835,0.00004242182,0.000003549121,0.0000336781,0.00009733934,0.00005499588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094841,"about_ca_system_score_gemma":0.0004687395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05173101,"about_ca_topic_score_gemma":0.05234821,"domain_scores_codex":[0.9988189,0.0001049637,0.0001974019,0.0004692157,0.00007681193,0.0003327385],"domain_scores_gemma":[0.9991692,0.00005610134,0.00004888908,0.0003654299,0.00007831075,0.0002820965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001637313,0.005223665,0.0360361,0.0002535974,0.001600046,0.00003702065,0.167625,0.007730839,0.01142366,0.02117122,0.686501,0.06076053],"study_design_scores_gemma":[0.003270202,0.008041976,0.1287775,0.0004261314,0.0001101569,0.000001703811,0.2856643,0.000101166,0.02162556,0.002851724,0.5475363,0.001593288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716486,0.008238731,0.0002606684,0.0167054,0.0003717926,0.0006918838,0.0002572507,0.00002954092,0.001796145],"genre_scores_gemma":[0.9909546,0.0004931637,0.0005087319,0.006041288,0.0001223782,0.001587351,0.0002276885,0.0000147142,0.00005009152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389648,"threshold_uncertainty_score":0.9649439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008306640048067603,"score_gpt":0.2883762462514971,"score_spread":0.2800696062034295,"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."}}