{"id":"W4402486760","doi":"10.3390/children11091114","title":"Evaluating a Digitally Delivered, Multi-Modal Intervention for Parents of Children with Type 1 Diabetes: A Proof-of-Concept Study","year":2024,"lang":"en","type":"article","venue":"Children","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Stornoway Diamond (Canada); University of British Columbia","funders":"Breakthrough T1D Canada","keywords":"Modal; Intervention (counseling); Type 2 diabetes; Proof of concept; Medicine; Computer science; Type 1 diabetes; Diabetes mellitus; Nursing; Materials science","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":[0.004961861,0.0009323584,0.0008815642,0.0006313151,0.0005244749,0.0008364397,0.001322561,0.001163795,0.003594801],"category_scores_gemma":[0.004940243,0.0003931623,0.001176339,0.0002602601,0.0007502035,0.0008886932,0.0008236411,0.000856759,0.0002721302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006280061,"about_ca_system_score_gemma":0.002257634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052717,"about_ca_topic_score_gemma":0.001687296,"domain_scores_codex":[0.9979824,0.001226697,0.0001435149,0.0001760953,0.0002777121,0.0001936919],"domain_scores_gemma":[0.9976339,0.001274763,0.000355655,0.0001223066,0.0002977265,0.0003156324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04915496,0.3784793,0.01320283,0.01713639,0.00158022,0.001498424,0.007762007,0.001866342,0.06189616,0.0005092396,0.00162693,0.4652872],"study_design_scores_gemma":[0.04739915,0.8972042,0.02527946,0.001013598,0.001355911,0.0005817176,0.002813852,0.001564906,0.01530746,0.0001878372,0.007214671,0.00007726081],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856814,0.0006976677,0.002180638,0.0001308106,0.00006452361,0.01023943,0.0002293496,0.00005794581,0.0007183047],"genre_scores_gemma":[0.9162055,0.00348378,0.05294151,0.0003404646,0.0001496764,0.02526154,0.0004130809,0.00002865452,0.001175875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004961861,"threshold_uncertainty_score":0.02624118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075343584314123,"score_gpt":0.4606950011598666,"score_spread":0.3531606427284543,"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."}}