{"id":"W4281388774","doi":"10.1002/acr2.11439","title":"Mental Health Care Use and Associated Factors in Systemic Sclerosis: A Scleroderma <scp>Patient‐Centered</scp> Intervention Network Cohort Study","year":2022,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Scleroderma Atlantic; Scleroderma Association of British Columbia; Scleroderma Victoria; Scleroderma Society of Ontario; Arthritis Society; Fondation de l'Hôpital général juif; McGill University","keywords":"Medicine; Psychosocial; Mental health; Cohort; Anxiety; Odds ratio; Depression (economics); Mental distress; Cohort study; Psychiatry; Internal medicine","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":[0.0008058037,0.0003541091,0.0003638725,0.0005574001,0.0007364064,0.00075424,0.0004464879,0.0004695668,0.001876239],"category_scores_gemma":[0.001507251,0.0003048916,0.0005334162,0.0009909581,0.0002294332,0.0005207299,0.000773797,0.0007929576,0.0001787832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006344703,"about_ca_system_score_gemma":0.0006373434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736678,"about_ca_topic_score_gemma":0.02506951,"domain_scores_codex":[0.9993456,0.0002104823,0.00004803668,0.0001290851,0.0001518377,0.0001149505],"domain_scores_gemma":[0.9991435,0.00007369216,0.0003779783,0.00006931616,0.00009231352,0.0002432989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002340846,0.0002047795,0.9982088,0.00001068998,0.0001027526,0.00006891526,0.0001040519,0.00002696211,0.0001804455,0.00001319244,0.0002045521,0.0006408165],"study_design_scores_gemma":[0.00004305833,0.0001634644,0.9991326,0.000007310711,0.00004111904,0.0001283932,0.0001411011,0.000194224,0.00002858587,0.000008376154,0.0001074895,0.000004326866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998976,0.00004004072,0.00003948937,0.00004463233,0.000004042257,0.00004066068,0.0006596608,0.000002003984,0.0001935293],"genre_scores_gemma":[0.9987802,0.00005699784,0.00008093999,0.00004543683,0.00001381026,0.00007860213,0.0007635702,0.000001605228,0.0001788808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01736678,"threshold_uncertainty_score":0.03453141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348673411368688,"score_gpt":0.2854462699057678,"score_spread":0.250578928768899,"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."}}