{"id":"W4391943207","doi":"10.2196/49105","title":"Analysis of Self-Care Activities in Type 2 Diabetes in Brazil: Protocol for a Scoping Review","year":2024,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Type 2 diabetes; Medicine; Computer science; Psychology; Diabetes mellitus; Alternative 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":[0.1290485,0.005279458,0.01214848,0.01813525,0.006007923,0.008306177,0.005831886,0.008786755,0.0576981],"category_scores_gemma":[0.1246785,0.005240472,0.01371866,0.01602911,0.004632881,0.007390984,0.006801196,0.006723986,0.01168024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01492102,"about_ca_system_score_gemma":0.09329316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006021566,"about_ca_topic_score_gemma":0.01070778,"domain_scores_codex":[0.9325552,0.02918327,0.02454486,0.003917758,0.007233148,0.002565835],"domain_scores_gemma":[0.9028251,0.03627364,0.01272845,0.008137852,0.03702787,0.003007017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008209821,0.001199616,0.00173727,0.7575962,0.001715939,0.00201894,0.01448161,0.00262532,0.004434627,0.01352775,0.06997571,0.1224773],"study_design_scores_gemma":[0.01514433,0.00267487,0.00780569,0.4851968,0.003744996,0.0008370381,0.009664595,0.001625582,0.00389219,0.0142962,0.4544706,0.0006471141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003318518,0.0007936343,0.0015599,0.0003102034,0.0001922388,0.9939693,0.002170881,0.00004586436,0.0006261031],"genre_scores_gemma":[0.0002560913,0.000645439,0.003823817,0.0000939184,0.00001985472,0.9945849,0.0003788449,0.000005513287,0.0001916511],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1290485,"threshold_uncertainty_score":0.6824821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3811774401793321,"score_gpt":0.6544655086705344,"score_spread":0.2732880684912024,"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."}}