{"id":"W3003085452","doi":"10.2196/16799","title":"The Scleroderma Patient-Centered Intervention Network Self-Management Program: Protocol for a Randomized Feasibility Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Western Hospital; University of British Columbia; McGill University; Simon Fraser University; Multiple Sclerosis Society of Canada; St Joseph's Health Care; Mount Sinai Hospital; University of Toronto; Western University; Hamilton Health Sciences; Canadian Nutrition Society; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Randomized controlled trial; Medicine; Physical therapy; Quality of life (healthcare); Self-management; Cohort; Intervention (counseling); Disease management; Disease; Nursing; Surgery; Computer science; Internal medicine; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.04950364,0.005895443,0.009111114,0.002966075,0.004791521,0.004871066,0.003858397,0.00708381,0.1067941],"category_scores_gemma":[0.03545428,0.003859268,0.004402282,0.003414953,0.004121506,0.003965224,0.002945824,0.01033454,0.01859324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007431935,"about_ca_system_score_gemma":0.02587531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003156149,"about_ca_topic_score_gemma":0.005684406,"domain_scores_codex":[0.9699559,0.0190369,0.003317772,0.00220338,0.002881935,0.00260416],"domain_scores_gemma":[0.9812269,0.005648603,0.003345165,0.002476753,0.004446609,0.002855903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6804728,0.04980793,0.002156851,0.05985702,0.002727951,0.0009159254,0.002277345,0.006083533,0.003774478,0.01423389,0.06179293,0.1158994],"study_design_scores_gemma":[0.8392896,0.03623684,0.003631535,0.01115662,0.0009601669,0.0001750397,0.0005995941,0.003833103,0.001738677,0.007676425,0.09444441,0.0002580115],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000383078,0.0000585241,0.0006402731,0.00006852257,0.00008416034,0.9980841,0.0003884853,0.0000304529,0.0002624395],"genre_scores_gemma":[0.0004081545,0.00003785786,0.0008644232,0.00004911713,0.00001224963,0.998466,0.00005263628,0.000001839374,0.0001077609],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1067941,"threshold_uncertainty_score":0.3572618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2869207017924975,"score_gpt":0.5364813712737051,"score_spread":0.2495606694812076,"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."}}