{"id":"W4381511437","doi":"10.1177/23971983231181726","title":"Support and information needs of people with systemic sclerosis by time since diagnosis: A cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Journal of Scleroderma and Related Disorders","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Disease; Social support; Cross-sectional study; Family medicine; Psychology; Clinical psychology; Internal medicine; Pathology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001332778,0.0001652458,0.0003198537,0.00113296,0.0006619822,0.0006758934,0.0002441581,0.0006511028,0.001530541],"category_scores_gemma":[0.002985123,0.0003807186,0.0004816049,0.001271122,0.0003207349,0.0009591746,0.0007089262,0.0008147726,0.000232939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003515928,"about_ca_system_score_gemma":0.0003522132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005881336,"about_ca_topic_score_gemma":0.006504476,"domain_scores_codex":[0.9991373,0.000259644,0.0001384819,0.0001082813,0.0002104487,0.0001457487],"domain_scores_gemma":[0.9973819,0.000614245,0.001106899,0.00007881147,0.0002942823,0.0005238216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003456775,0.00009629673,0.997287,0.00002240999,0.00003279864,0.00005039834,0.001291769,0.00001194892,0.00008242322,0.00000795624,0.00007748175,0.00100482],"study_design_scores_gemma":[0.00000652731,0.0002311877,0.9966226,0.00001453769,0.00001755896,0.0001930859,0.002609811,0.0000685898,0.00002639147,0.000008854912,0.0001960925,0.000004765137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994881,0.0001068536,0.00001998023,0.00004637539,0.000002453265,0.00001438938,0.0001614415,7.986179e-7,0.0001593655],"genre_scores_gemma":[0.9994942,0.00009411718,0.00005952823,0.0000623048,0.000004608902,0.00002716446,0.0001622887,5.833049e-7,0.00009503128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005881336,"threshold_uncertainty_score":0.01169419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0085557085541503,"score_gpt":0.2294320530468826,"score_spread":0.2208763444927322,"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."}}