{"id":"W4415992274","doi":"10.2196/75483","title":"TeleAllergy: Potential of Telemedicine in Management of Patients With Allergies","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Allergy; Disease management; MEDLINE; Primary care","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":[0.001299819,0.0001188387,0.00010172,0.000219358,0.0002545012,0.0005564234,0.0001849037,0.0003752245,0.007523801],"category_scores_gemma":[0.004399351,0.00005617013,0.0002814882,0.0002917464,0.0002113404,0.0008118892,0.0004463271,0.0003152929,0.0002656593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000236173,"about_ca_system_score_gemma":0.0003496016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003714547,"about_ca_topic_score_gemma":0.0008493387,"domain_scores_codex":[0.9993396,0.0004526055,0.00003266834,0.00003261673,0.00007704356,0.00006539717],"domain_scores_gemma":[0.9967369,0.002020512,0.000752974,0.00004501643,0.0001291708,0.0003154314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001004078,0.0006806806,0.6959888,0.0006809302,0.00007913345,0.0007005035,0.002258698,0.0004282192,0.001313952,0.0003384221,0.003576866,0.2929497],"study_design_scores_gemma":[0.0002697755,0.004347807,0.9554714,0.000818815,0.0002394737,0.006851452,0.01253468,0.002210328,0.001269671,0.001182646,0.01476525,0.00003875761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816865,0.003720401,0.0003852204,0.004855982,0.00003542891,0.00004588455,0.00009905527,0.00001150054,0.00916015],"genre_scores_gemma":[0.998158,0.0009430737,0.0003938532,0.0002417733,0.00004556339,0.00001640618,0.00001905152,0.000001004411,0.000181218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007523801,"threshold_uncertainty_score":0.02516961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293396973772041,"score_gpt":0.3206168800691067,"score_spread":0.3076829103313862,"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."}}