{"id":"W4319063513","doi":"10.2196/41193","title":"Supporting Parents of Children With Type 1 Diabetes: Experiment Comparing Message and Delivery Types","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Diabetes Management and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Diabetes Association","keywords":"Type 1 diabetes; Emotional support; Coping (psychology); Psychology; Text message; Intervention (counseling); Social support; Text messaging; Diabetes mellitus; Support group; Developmental psychology; Medicine; Clinical psychology; Social psychology; Internet privacy; Psychiatry; Computer science","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":[0.003571364,0.0006947718,0.0007164669,0.0003138928,0.000751509,0.0007762926,0.000903149,0.001294767,0.008393917],"category_scores_gemma":[0.0127824,0.0007317024,0.0005834466,0.0002129757,0.0005380638,0.001067324,0.0007041345,0.001353575,0.0005463736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534675,"about_ca_system_score_gemma":0.0007582346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006952821,"about_ca_topic_score_gemma":0.0008434521,"domain_scores_codex":[0.9983006,0.0009536407,0.0001906887,0.0002364028,0.0001563577,0.0001624059],"domain_scores_gemma":[0.9775555,0.019071,0.001367536,0.0006032974,0.0004219657,0.0009806802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2604198,0.5182217,0.04038337,0.002867506,0.0004096123,0.0007902143,0.0229237,0.001027133,0.04000286,0.0004330967,0.001333047,0.1111881],"study_design_scores_gemma":[0.05112124,0.8537281,0.06886715,0.0002157415,0.0006329123,0.000188867,0.008946117,0.002197673,0.01084392,0.0003934743,0.002768704,0.00009622037],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998738,0.0000272216,0.00009998566,0.00003661859,0.00002379288,0.0007212127,0.00005711857,0.00001032055,0.000285679],"genre_scores_gemma":[0.9863427,0.000188005,0.003462228,0.0001852672,0.0001087705,0.008313853,0.0001703847,0.00001015736,0.001218723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008393917,"threshold_uncertainty_score":0.02808046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06949018677697479,"score_gpt":0.4134740532903691,"score_spread":0.3439838665133943,"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."}}