{"id":"W4407942638","doi":"10.3390/ijerph22030339","title":"Practical and Effective Mentorship Strategies for Caregivers of Children with Chronic Conditions: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Family and Disability Support Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Mentorship; Medicine; Psychology; Medical education","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01923569,0.001241059,0.002619093,0.01132432,0.001736391,0.004025358,0.002414401,0.00262032,0.003474516],"category_scores_gemma":[0.07311717,0.0006653364,0.003471268,0.009327542,0.001051642,0.004592793,0.003037588,0.001815111,0.0004133205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003757298,"about_ca_system_score_gemma":0.01611035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005532701,"about_ca_topic_score_gemma":0.01474392,"domain_scores_codex":[0.9893365,0.005247398,0.002925124,0.0004298585,0.00168738,0.0003737507],"domain_scores_gemma":[0.9520965,0.03921586,0.004117801,0.0005644455,0.003467811,0.0005375152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001300731,0.0001170089,0.0008994913,0.4899385,0.0009327598,0.0001832745,0.00280037,0.0002380288,0.0001411497,0.001926316,0.006601012,0.4960921],"study_design_scores_gemma":[0.00004891041,0.0001222814,0.001836595,0.9190868,0.002203751,0.000264941,0.002899444,0.0000944343,0.0002093209,0.0006917324,0.07250758,0.00003419274],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001412928,0.9948903,0.0003953984,0.0011443,0.0002757523,0.0005737859,0.00008906663,0.000007963331,0.001210356],"genre_scores_gemma":[0.007502708,0.9899487,0.001286104,0.0002856093,0.0001017569,0.0006406714,0.00008661651,0.000003349837,0.0001443864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01923569,"threshold_uncertainty_score":0.1017292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.170622145377365,"score_gpt":0.5496235097140574,"score_spread":0.3790013643366924,"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."}}