{"id":"W4411280801","doi":"10.63144/ijt.2025.6652","title":"Factors Influencing Telehealth Use in School-based Health Services: Secondary Analysis from a Scoping Review","year":2025,"lang":"en","type":"review","venue":"International Journal of Telerehabilitation","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Telehealth; Computer science; Data science; Multimedia; World Wide Web; Telemedicine; Health care; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001779134,0.000473824,0.00359479,0.003812619,0.00005803045,0.0000730362,0.0004363147,0.0002080333,0.0003760012],"category_scores_gemma":[0.001466198,0.0003761772,0.001134395,0.001905115,0.0000391713,0.0005906778,0.00005451415,0.001015279,0.000005454271],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356813,"about_ca_system_score_gemma":0.009521392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119196,"about_ca_topic_score_gemma":0.001829072,"domain_scores_codex":[0.9925094,0.0007388277,0.004681132,0.000479176,0.001240689,0.0003507875],"domain_scores_gemma":[0.9912103,0.002774891,0.004050191,0.000394695,0.001195218,0.0003746643],"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":[0.00007080164,0.0001910823,0.03938284,0.2583662,0.001347251,0.00003064586,0.0003540531,0.00002404039,2.69174e-7,0.000004618534,0.0002679091,0.6999603],"study_design_scores_gemma":[0.001806507,0.0005071612,0.06871393,0.8885189,0.00313149,0.00001547211,0.0003780149,0.00001904919,7.218308e-7,0.00003230784,0.03662495,0.0002514941],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007692007,0.9875162,0.0004762814,0.001073752,0.0006873956,0.002267781,0.0002434604,0.00002802177,0.00001514179],"genre_scores_gemma":[0.001199415,0.9881344,0.00351995,0.00486371,0.0003055933,0.00006087923,0.00187166,0.00003540082,0.000008921152],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6997088,"threshold_uncertainty_score":0.999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07050305350728873,"score_gpt":0.4529307786559736,"score_spread":0.3824277251486849,"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."}}