{"id":"W4416736141","doi":"10.2196/82133","title":"Feasibility, Diagnostic Accuracy, and Satisfaction of an Acute Pediatric Video Interconsultation Model in Rural Primary Care in Catalonia: Prospective Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Primary care; Primary health care; Rural area; Health care; MEDLINE; Acute 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":[0.003159468,0.0003537073,0.0004741489,0.0007091924,0.0005095978,0.0008770223,0.0006475688,0.0005541045,0.0009409626],"category_scores_gemma":[0.006153963,0.0004254172,0.0005039321,0.0006206654,0.000478411,0.0003551335,0.000786397,0.0004828371,0.0001927197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951568,"about_ca_system_score_gemma":0.001060959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02401188,"about_ca_topic_score_gemma":0.02445009,"domain_scores_codex":[0.9976578,0.001106127,0.000216766,0.0002786685,0.0003951238,0.0003454779],"domain_scores_gemma":[0.9936574,0.002185269,0.001953594,0.0002801623,0.001004492,0.0009190239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002491099,0.0004659089,0.9958401,0.00007528917,0.00003435457,0.0001872535,0.001076823,0.00005934591,0.0001837056,0.000005945963,0.0001247078,0.001697609],"study_design_scores_gemma":[0.00002507049,0.001184197,0.9954097,0.0000210534,0.0000217709,0.0001891881,0.00275729,0.0002242392,0.00004360715,0.000002916887,0.0001149989,0.000006141878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999708,0.00005969647,0.00002099364,0.000009498352,0.000001511995,0.00003714041,0.00006356008,0.000001014048,0.00009856158],"genre_scores_gemma":[0.9996131,0.00006487197,0.00009861813,0.00002466876,0.000002782834,0.00003326221,0.0001187212,9.033618e-7,0.000043158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02401188,"threshold_uncertainty_score":0.04774421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04284740646958664,"score_gpt":0.3821946079152829,"score_spread":0.3393472014456963,"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."}}