{"id":"W2595336352","doi":"10.2196/resprot.7151","title":"Writing for Health: Rationale and Protocol for a Randomized Controlled Trial of Internet-Based Benefit-Finding Writing for Adults With Type 1 or Type 2 Diabetes","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health via Writing","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of New South Wales","keywords":"The Internet; Randomized controlled trial; Type 2 diabetes; Protocol (science); Medicine; Computer science; Alternative medicine; Medical education; World Wide Web; Family medicine; Diabetes mellitus; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07847692,0.008104464,0.01220726,0.00496776,0.005548151,0.007486488,0.004205567,0.01243043,0.1179062],"category_scores_gemma":[0.08105264,0.004389812,0.007725297,0.005511239,0.006485003,0.005538699,0.002828779,0.01408521,0.02260795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008344628,"about_ca_system_score_gemma":0.02446001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003384015,"about_ca_topic_score_gemma":0.007223867,"domain_scores_codex":[0.9405239,0.03911935,0.007003471,0.004711763,0.005494692,0.00314673],"domain_scores_gemma":[0.9637128,0.01388154,0.006904264,0.00396925,0.007639187,0.003892953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5228778,0.01822392,0.00231002,0.1714939,0.005856215,0.001097999,0.002340345,0.0055955,0.004651311,0.02965925,0.1261724,0.1097214],"study_design_scores_gemma":[0.7592745,0.02224435,0.004516273,0.04193611,0.002533311,0.0002792254,0.000751116,0.005040492,0.001775116,0.01562864,0.1456214,0.00039946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000247317,0.0001689015,0.000884857,0.0002192836,0.0003794041,0.9968727,0.000798214,0.00005982065,0.0003694544],"genre_scores_gemma":[0.0002934427,0.00005712228,0.001597155,0.0001397872,0.00002876554,0.9976262,0.00007160812,0.000003459169,0.0001825149],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1179062,"threshold_uncertainty_score":0.4150306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3175660675239628,"score_gpt":0.6065436867072976,"score_spread":0.2889776191833348,"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."}}