{"id":"W4402918525","doi":"10.1089/tmr.2024.0032","title":"A Systematic Review of Telehealth Applications in Endocrinology","year":2024,"lang":"en","type":"review","venue":"Telemedicine Reports","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Khalkhal University of Medical Sciences; Tehran University of Medical Sciences and Health Services","keywords":"Telehealth; Medicine; Internal medicine; Computer science; 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":[0.002012695,0.0006854539,0.008470538,0.001476533,0.00003487907,0.000004613747,0.0001765794,0.0002671877,0.0002102134],"category_scores_gemma":[0.001066633,0.0004369407,0.0006554959,0.002133752,0.000129104,0.00004188536,0.00009634464,0.001019169,0.00004459067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004522768,"about_ca_system_score_gemma":0.002141065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002468324,"about_ca_topic_score_gemma":0.00003204274,"domain_scores_codex":[0.9902945,0.0002532803,0.007060681,0.0008468056,0.0008494998,0.0006952703],"domain_scores_gemma":[0.9948004,0.0004003888,0.002775097,0.001454489,0.0002406861,0.0003289518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001993217,0.0001121116,0.00006136022,0.9231028,0.0002957951,0.001469623,0.00004986022,2.488874e-9,1.117362e-7,0.0001565569,0.005726229,0.06902353],"study_design_scores_gemma":[0.0001734103,0.0002380306,0.000008142393,0.5757165,0.009783375,0.007843698,0.0000625356,2.594838e-7,3.682693e-7,0.00004779836,0.405978,0.000147883],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003466467,0.981338,0.00004409111,0.0005958541,0.000331654,0.01643562,0.00002868958,0.0001559475,0.00106672],"genre_scores_gemma":[0.00002459769,0.9924405,0.00018694,0.0009187703,0.0004117628,0.004162707,0.001362075,0.000117341,0.0003753186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4002518,"threshold_uncertainty_score":0.9998083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05055805397449872,"score_gpt":0.438672932647071,"score_spread":0.3881148786725722,"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."}}